INSERT INTO `bot_questionwise` VALUES (942,260,144,651,194,'Tell me something about yourself','','Certainly! Here\'s the benchmark response for the interview question:\n\nI am a recent graduate with a Bachelor of Engineering degree, and I am eager to start my career in data engineering. During my studies, I developed a strong foundation in programming and data manipulation, particularly using Python and SQL. I have also completed internships where I gained practical experience in data processing and team collaboration. I am passionate about leveraging data to drive business insights and am excited about the opportunity to contribute to your team at TECHJAR TECHNOLOGIES. In my free time, I enjoy working on personal projects that enhance my technical skills and keep me updated with the latest industry trends.','2','Tanmay\'s response lacks depth and specificity compared to the benchmark. He did not mention his educational background, specific skills in programming or data manipulation, or relevant internships. The response is too generic and does not highlight his passion for data engineering or any specific projects or experiences that align with the job description. A better response would include details about his education, skills in Python and SQL, and any relevant projects or internships that demonstrate his interest and capability in data engineering.'),(943,260,144,651,194,'Which tools or programming languages have you used for data analysis? Can you provide an example of a project where you used these tools effectively?','','In my experience, I\'ve primarily used Python for data analysis, leveraging libraries such as Pandas for data manipulation and Matplotlib for visualization. Additionally, I have a basic understanding of NumPy for numerical operations. For example, during my internship at Exposys Data Labs, I worked on a project that involved analyzing large datasets to identify trends and patterns. I used Pandas to clean and transform the data, ensuring accuracy and reliability. Then, I employed Matplotlib to create visualizations that highlighted key insights, which were presented to the team to support decision-making. This project helped me understand the importance of data accuracy and effective communication of insights through visualizations.','2/10','Tanmay\'s response lacks specific details about the tools or programming languages used for data analysis. The response does not mention any specific libraries or projects, which makes it difficult to assess the depth of knowledge or experience. A more detailed response, similar to the benchmark, would include specific tools like Python, Pandas, and Matplotlib, and an example project demonstrating their application in data analysis. This would showcase Tanmay\'s understanding and practical experience in data analysis.'),(944,264,164,671,208,'Can you please brief me about yourself?','','Certainly! Here\'s the benchmark response:\n\nI am a telesales executive with one year of experience in the financial sector, specifically dealing with various loan products like personal, business, and car loans. I am currently pursuing a Bachelor of Business Administration from IGNOU, which helps me enhance my understanding of business operations. I have strong communication and interpersonal skills, which I have honed through my experience in telesales. I am proficient in using CRM software and have a good grasp of sales tools, which enables me to effectively connect with and assist customers. My goal is to leverage these skills to contribute to the success of Star Health Insurance by providing excellent customer service and achieving sales targets.','3','Shivangi\'s response lacks depth and detail compared to the benchmark response. While she mentions her experience as a telesales executive, she does not specify the sector or products she dealt with, nor does she highlight her educational background or skills in CRM and sales tools. To improve, Shivangi could have elaborated on her experience in the financial sector, her ongoing education, and how her skills align with the job requirements at Star Health Insurance.'),(945,264,164,671,208,'Why do you want to go for a sales profile?','Because I also work in a daily sales and I love to gain my confidence level and also I want to achieve some opportunity that\'s why.\n','Sales has always intrigued me because it offers a dynamic and rewarding environment where I can directly contribute to the success of a company. I enjoy the challenge of connecting with people, understanding their needs, and providing solutions that truly benefit them. Working in sales allows me to leverage my communication skills and build meaningful relationships with clients. Additionally, I am motivated by the opportunity to achieve tangible results and personal growth through meeting and exceeding sales targets. This aligns well with my career goals and passion for helping others while advancing in a professional setting.','3/10','Shivangi\'s response lacks depth and specificity compared to the benchmark response. While she mentions her current experience in sales and a desire to gain confidence and opportunities, she does not articulate a clear understanding of the sales role or how it aligns with her career goals. A stronger response would include specific aspects of sales that appeal to her, such as the dynamic nature of the job, the opportunity to build relationships, and the motivation to achieve targets, as seen in the benchmark response.'),(946,264,164,671,208,'What do you know about our company and why did you choose Insurance?','20250402_073915','Star Health Insurance is a leading health insurance provider in India, known for its comprehensive range of health insurance products and excellent customer service. The company offers various plans that cater to different needs, such as individual health insurance, family health insurance, and critical illness coverage. I chose to pursue a career in insurance because it allows me to help people secure their financial future and well-being. Working in insurance, particularly in a company like Star Health, gives me the opportunity to connect with customers, understand their needs, and provide them with solutions that offer peace of mind. Additionally, the insurance sector is dynamic and offers numerous growth opportunities, which aligns with my career aspirations.','0/10','Shivangi\'s response was missing, as indicated by the placeholder \"20250402_073915.\" This suggests a lack of engagement or understanding of the question. A more suitable response would have included details about Star Health Insurance\'s reputation, product offerings, and customer service excellence. Additionally, explaining why she chose insurance as a career path, such as the opportunity to help people and the sector\'s growth potential, would have demonstrated a deeper understanding and alignment with the role.'),(947,264,164,671,208,'What do you believe are the key responsibilities of a telecaller in an insurance company?','20250402_074011','The key responsibilities of a telecaller in an insurance company include connecting with potential customers through phone calls to identify their needs and interests. It involves explaining the features and benefits of various insurance products clearly and effectively, addressing any questions or concerns they might have. A telecaller should guide clients through the purchase process, ensuring they understand the terms and conditions of the insurance policies. Achieving sales targets is crucial, as is maintaining accurate records of client interactions and policy details. Building and maintaining long-lasting relationships with customers is also important, as it helps in addressing their ongoing concerns and ensuring customer satisfaction. Additionally, adhering to industry regulations and providing regular sales reports to supervisors are essential aspects of the role.','7.5/10','Shivangi\'s response aligns well with the benchmark response, covering key responsibilities such as connecting with potential customers, explaining insurance products, and guiding clients through the purchase process. She also mentions achieving sales targets and maintaining customer relationships, which are crucial for the role. However, she could have enhanced her response by emphasizing the importance of adhering to industry regulations and providing sales reports, which are also critical aspects of the job. Including these elements would demonstrate a more comprehensive understanding of the role.'),(948,264,164,671,208,'What are the qualities you look for in the sales profession?','So, first of all the person have the ability to clear voice to understand the client what you want to say and talking about the product what you want to say with the say a client.\n','In the sales profession, I believe it\'s essential to have excellent communication skills to convey information clearly and effectively to clients. Additionally, strong interpersonal skills are crucial for building rapport and trust with customers. A good salesperson should also possess the ability to listen actively to understand the client\'s needs and concerns. Persuasion and negotiation skills are important to influence and guide clients towards making informed decisions. Lastly, having a deep understanding of the product or service being offered is vital to address any queries and provide the best solutions to the clients.','3/10','Shivangi\'s response lacks depth and clarity compared to the benchmark response. While she mentions the importance of clear communication, she does not elaborate on other critical qualities such as interpersonal skills, active listening, persuasion, negotiation, and product knowledge, which are essential in the sales profession. A more comprehensive response would include these elements, demonstrating a deeper understanding of the sales role.'),(949,264,164,671,208,'Why should I hire you?','I know my ability to work and I hope I am good for this role.\n','I believe my experience as a telesales executive has equipped me with the skills necessary for this role. I have a strong background in communicating effectively with clients, which is crucial in understanding and addressing their needs. My ability to explain complex information clearly and my proficiency in CRM software will help me maintain organized records and provide accurate sales reports. Additionally, my ongoing education in business administration enhances my understanding of sales strategies and customer relationship management. I am committed to achieving sales targets and building long-lasting customer relationships, which aligns with the goals of Star Health Insurance.','2/10','Shivangi\'s response lacks depth and specificity. She did not elaborate on her skills or experiences that make her suitable for the role, unlike the benchmark response which highlights specific skills, experiences, and alignment with the company\'s goals. To improve, Shivangi could have mentioned her experience in telesales, communication skills, and ongoing education, and how these align with the job requirements at Star Health Insurance.'),(950,264,164,671,208,'Thank you for your time! It was a pleasure speaking with you. We will be in touch regarding the next steps in the hiring process. Make sure to click the End button to exit the interview. ','','Thank you for the opportunity to interview with Star Health Insurance. I appreciate the time and consideration. I look forward to hearing from you about the next steps. Have a great day!','7/10','Shivangi\'s response was polite and expressed gratitude, similar to the benchmark response. However, it lacked a specific mention of the company name, which could have shown more personalization and attentiveness to the interview process. Including the company\'s name and reiterating interest in the role would have strengthened the response.'),(951,270,4,623,181,'Hi, I am Avi, an autonomous AI bot interviewer and am extremely pleased to discuss a possible opportunity with Adzip Technologies. During the interview you might experiencing some lag between discussions and apologize for that experience. I am still evolving and will improve with time. So how is you day going?','Hello, good how about you?\n','Thank you for asking, Avi. My day is going well, and I\'m excited to be here discussing this opportunity with you. How about you?','4','Gagan\'s response was polite but lacked the enthusiasm and engagement demonstrated in the benchmark response. While he acknowledged the greeting, he missed an opportunity to express excitement or interest in the opportunity, which is important in an interview setting. A more engaging response could have included a brief mention of his interest in the role or a positive comment about the company. This would have better aligned with the benchmark response and demonstrated a proactive attitude.'),(952,270,4,623,181,'We will be discussing about the position of business analyst, are you ok to continue?','Yes, I agree.\n','Absolutely, I\'m ready to discuss the business analyst position.','2/10','Gagan\'s response was brief and lacked the enthusiasm or readiness that is typically expected for an introductory question. While it was relevant, it did not showcase any depth or eagerness to engage in the discussion about the business analyst position. A more engaging response could have been, \"Absolutely, I\'m ready to discuss the business analyst position and explore how my skills align with the role.\"'),(953,270,4,623,181,'Can you describe a recent trend in the motorcycle industry that you believe will significantly impact marketing strategies? How would you adapt your marketing approach to align with this trend?','20250415_075644','One recent trend in the motorcycle industry is the growing emphasis on electric motorcycles. As environmental concerns and fuel efficiency become more important to consumers, electric motorcycles are gaining traction. This shift is likely to impact marketing strategies significantly. \n\nTo align with this trend, I would focus on highlighting the sustainability and cost-effectiveness of electric motorcycles in our marketing campaigns. This could involve creating content that educates potential customers about the benefits of electric motorcycles, such as reduced emissions and lower maintenance costs. Additionally, leveraging digital platforms to reach environmentally conscious consumers through targeted ads and engaging social media content would be crucial. Collaborating with influencers who advocate for sustainable living could also amplify our message. \n\nFurthermore, I would consider organizing events or webinars to showcase the latest electric models and provide test rides, allowing potential customers to experience the benefits firsthand. By adopting these strategies, we can effectively position our brand as a leader in the eco-friendly motorcycle segment.','8/10','Gagan\'s response aligns well with the benchmark response, demonstrating a good understanding of the trend towards electric motorcycles and its impact on marketing strategies. He effectively highlights the importance of sustainability and cost-effectiveness in marketing campaigns and suggests practical approaches like digital platforms, influencer collaboration, and events to engage consumers. However, Gagan could enhance his response by providing more specific examples of digital platforms or influencers and discussing potential challenges in implementing these strategies. This would showcase a deeper applied experience and strategic thinking.'),(954,270,4,623,181,'How would you design a digital marketing campaign for a new motorcycle model to ensure maximum engagement and conversions? What specific digital channels and strategies would you prioritize?','20250415_075700','To design a digital marketing campaign for a new motorcycle model, I would start by identifying the target audience and understanding their preferences and behaviors. This would involve segmenting the audience based on demographics, interests, and buying patterns. Next, I would focus on creating engaging content that resonates with this audience, such as high-quality videos, interactive posts, and testimonials from influencers or early adopters.\n\nFor digital channels, I would prioritize social media platforms like Instagram and Facebook for their visual appeal and ability to reach a broad audience. Additionally, I would use YouTube for video content, showcasing the motorcycle\'s features and performance. Search engine marketing (SEM) and search engine optimization (SEO) would be crucial to ensure the campaign reaches users actively searching for motorcycles.\n\nEmail marketing would be another key strategy, allowing for personalized communication and nurturing potential leads. I would also consider partnerships with motorcycle-related websites and blogs for sponsored content and reviews to build credibility.\n\nThroughout the campaign, I would leverage analytics tools to track engagement and conversion rates, allowing for real-time adjustments to optimize performance. The goal would be to create a cohesive and interactive experience that not only captures attention but also drives conversions by highlighting the unique selling points of the motorcycle.','8.5/10','Gagan\'s response closely aligns with the benchmark response, demonstrating a solid understanding of digital marketing strategies for a new motorcycle model. He effectively identifies the target audience and emphasizes the importance of engaging content, including videos and influencer testimonials. Gagan prioritizes relevant digital channels like Instagram, Facebook, and YouTube, and mentions the use of SEM and SEO to reach potential customers. He also highlights the significance of email marketing and partnerships for credibility. However, he could have elaborated more on the use of analytics tools for campaign optimization to enhance his response.'),(955,270,4,623,181,'Describe a time when you conducted market research to identify key customer segments for a motorcycle brand. How did you use this information to tailor your marketing campaigns?','20250415_075717','In my previous role at Phoenix Market City, I was tasked with conducting market research to better understand the customer segments for a motorcycle brand we were promoting. I started by analyzing existing customer data and conducting surveys to gather insights into customer preferences, demographics, and purchasing behaviors. This research revealed distinct segments, such as young urban professionals interested in eco-friendly models and adventure enthusiasts looking for high-performance bikes.\n\nWith this information, I tailored our marketing campaigns to resonate with each segment. For the eco-conscious group, we emphasized the motorcycle\'s sustainable features through digital channels like social media and targeted online ads. For the adventure seekers, we highlighted the bike\'s performance capabilities and organized test ride events. By aligning our messaging and channels with the specific interests of each segment, we saw a significant increase in engagement and conversions, ultimately driving sales growth for the brand.','8/10','Gagan\'s response closely aligns with the benchmark response, demonstrating a clear understanding of market research and segmentation. He effectively identified customer segments and tailored marketing campaigns to address their specific needs, using digital channels and events to enhance engagement. His approach to leveraging customer data and insights to drive sales growth is well-articulated and relevant to the job description, showcasing applied experience in marketing strategy and customer analysis.'),(956,270,4,623,181,'What strategies would you employ to differentiate our motorcycle brand in a crowded market? How would you ensure that our brand messaging remains consistent across all platforms?','20250415_075733','To differentiate our motorcycle brand in a crowded market, I would focus on creating a unique value proposition that resonates with our target audience. This could involve emphasizing innovative features, superior performance, or sustainability aspects that set us apart from competitors. Additionally, building a strong brand story that connects emotionally with customers can enhance brand loyalty.\n\nTo ensure consistent brand messaging across all platforms, I would develop a comprehensive brand guideline that outlines key messaging, tone, and visual elements. This would be shared with all teams involved in marketing and communications to maintain uniformity. Regular training sessions and workshops can also help reinforce these guidelines. Utilizing tools like JIRA and Confluence can aid in tracking and managing content across different platforms, ensuring alignment with our brand\'s core values and messaging strategy.','8/10','Gagan\'s response effectively addresses the differentiation of the motorcycle brand by focusing on creating a unique value proposition and building a strong brand story, similar to the benchmark response. He also emphasizes the importance of consistent brand messaging across platforms by suggesting the development of brand guidelines and using tools like JIRA and Confluence. However, Gagan could have strengthened his response by providing more specific examples or strategies that align with the retail domain, as outlined in the job description, to showcase deeper industry knowledge.'),(957,270,4,623,181,'Can you provide an example of how you\'ve used data analytics to optimize a marketing campaign for a motorcycle brand? What metrics did you focus on, and what changes did you implement based on the data?','20250415_075807','In my previous role, I worked on a marketing campaign for a motorcycle brand where we leveraged data analytics to enhance our strategy. We focused on metrics such as customer engagement rates, conversion rates, and social media interactions. By analyzing this data, we identified that our target audience was more active on specific social media platforms during certain times of the day. We adjusted our posting schedule and content type accordingly, which led to a significant increase in engagement. Additionally, we noticed that certain types of content, like user-generated content and testimonials, had higher conversion rates. Based on these insights, we shifted our content strategy to include more of these elements, resulting in improved campaign performance and a higher return on investment.','9/10','Gagan\'s response closely aligns with the benchmark response, demonstrating a solid understanding of using data analytics to optimize marketing campaigns. He effectively identified key metrics such as customer engagement rates, conversion rates, and social media interactions. Gagan also provided specific examples of how data insights led to strategic adjustments in posting schedules and content types, resulting in increased engagement and improved campaign performance. This showcases his applied experience and ability to leverage data for strategic decision-making, which is relevant to the Business Analyst role.'),(958,270,4,623,181,'Thank you for your time! It was a pleasure speaking with you. We will be in touch regarding the next steps in the hiring process. Make sure to click the End button to exit the interview. ','','Thank you for the opportunity to interview with Adzip Technologies. I appreciate the chance to discuss how my experience aligns with the Business Analyst role. I look forward to hearing from you about the next steps. Have a great day!','6/10','Gagan\'s response is polite and expresses gratitude, similar to the benchmark response. However, it lacks specific mention of the role or company, which would have demonstrated a more tailored and engaged conclusion to the interview. A more aligned response would have included a reference to the Business Analyst role and Adzip Technologies, showcasing a stronger connection to the position and company. This would have reflected a deeper understanding and interest in the opportunity.'),(959,276,144,696,223,'Hello Tanmay! I\'m Avi, thrilled to be here with you today. I\'m one of the world\'s first autonomous AI bot interviewers, and I\'m excited to discuss a potential opportunity with TECHJAR TECHNOLOGIES PRIVATE LIMITED. Please bear with me if there\'s a slight lag; I\'m still evolving and aim to improve over time. How\'s your day going so far?','Hey, how are you? It\'s great talking to you right now. So my day is going good and I\'m quite excited about the opportunity to you know give the interview of a Data Analyst for Tech Chart Technologies. So looking forward to it, right? Yeah.\n','Thank you, Avi. My day is going well, and I\'m really looking forward to our conversation about the opportunity at TECHJAR TECHNOLOGIES PRIVATE LIMITED. I\'m excited to explore how my skills and experiences align with the role.','5','Tanmay\'s response is friendly and enthusiastic, which is positive for an interview setting. However, it lacks the professionalism and focus on the role that the benchmark response demonstrates. While Tanmay expresses excitement, he doesn\'t specifically mention his skills or experiences in relation to the job, which would have strengthened his response. A more focused response acknowledging the relevance of his skills and experiences to the role would have been more impactful.'),(960,276,144,696,223,'That\'s great to hear! We have an interview scheduled now. Is this a good time for you to talk?','Yes, it\'s a good time right now. We may proceed with the interview. We may proceed with the interview.\n','Thank you for asking. Yes, this is a good time for me to talk. I\'m ready to proceed with the interview.','3/10','Tanmay\'s response confirms availability but lacks the professional tone and readiness conveyed in the benchmark response. Repeating \"We may proceed with the interview\" twice indicates a lack of clarity or confidence. A more concise and assertive response would have been better, such as \"Yes, it\'s a good time. I\'m ready to proceed with the interview.\"'),(961,276,144,696,223,'Let\'s dive into this. I\'m an experienced interviewer from Techjar Technologies Private Limited. We\'re looking for a Software Developer/Engineer with 1-5 years of experience. The role involves developing and maintaining software solutions, collaborating with cross-functional teams, and ensuring high-quality code. Your experience with Python, SQL, and data visualization aligns well with our needs. Are you comfortable with these responsibilities and skills?','Yes, yes.\n','I am very comfortable with these responsibilities and skills. My experience in developing software solutions and collaborating with cross-functional teams has equipped me with the necessary skills to ensure high-quality code. I have worked extensively with Python and SQL, and I have a strong background in data visualization, which I believe will be beneficial for this role. I am eager to contribute to your team and help drive successful outcomes.','2/10','Tanmay\'s response lacks depth and detail. A simple \"Yes, yes\" does not demonstrate his understanding or experience with the responsibilities and skills required for the role. To improve, Tanmay could have elaborated on his experience with Python, SQL, and data visualization, and how these skills align with the job requirements. Providing specific examples of past projects or achievements would have showcased his capabilities and enthusiasm for the role.'),(962,276,144,696,223,'Can you briefly introduce yourself and a bit about your professional experience? Also, it would be great to know what is not already in your CV or LinkedIn profile.','Yeah, sure. So my name is Aishwarya Kulkarni. Speaking about my education, I hold a master\'s degree in data science, data analytics, like a MSc degree from Sivaji University. And talking about my experience, so previously I was heading the academic center for BYJU\'s based in Pune, where I led faculty teams, delivering interactive analysis sessions. I have worked with ETL Hive as a data analyst intern with SQL, Power BI, Excel, and Python. I worked at Maryskill as a data analyst intern again, where I worked on technologies such as Power BI, SQL, and Excel as a part of it. And I was a part of the PwC Switzerland team as a Power BI intern, where I have developed and automated weekly, monthly, and yearly reports. So this is all about my... Hello? Interviews deto hai. Poojas deto hai. Data analyst. You may proceed with the next question.\n','My name is Tanmay, and I have five years of experience in data analysis and software development. I hold a Bachelor of Engineering in Computer Science, which has provided me with a solid foundation in technical skills. Professionally, I\'ve worked extensively with Python and SQL, developing and maintaining software solutions that support data-driven decision-making. I\'ve had the opportunity to collaborate with cross-functional teams to create interactive dashboards using Power BI, which has enhanced business insights and improved decision-making processes. Beyond what\'s on my CV, I have a keen interest in exploring new data visualization tools and techniques, and I actively participate in online forums and communities to stay updated with the latest trends in data analytics. Additionally, I enjoy mentoring junior team members and sharing my knowledge to help them grow in their careers.','2/10','Tanmay\'s response lacks accuracy and relevance as it appears to be a mix-up with another candidate\'s introduction. The response does not align with the job description or the benchmark response. The benchmark response highlights Tanmay\'s experience in data analysis and software development, along with his educational background and interests beyond the CV, which are not reflected in Tanmay\'s actual response. A better response would have included specific details about his technical skills, professional experience, and personal interests related to data analytics.'),(963,276,144,696,223,'Let\'s explore this: Can you please walk me through how you’ve used Python for data cleaning and transformation in one of your recent projects?','हाँ पर ही! मह खुश का प्रेस्ट लगनोय स्वग्पी सींख्रिया नत ? सोछ टूमा थ्यूब .... हदर्यू streamline हाँ पर ही! मह खुश का प्रेस्ट लगनोय स्वग्पी सींख्रिया नत ? हाँ पर ही!\n','In one of my recent projects, I used Python extensively for data cleaning and transformation. The project involved analyzing regional car sales performance, where I needed to handle a large dataset containing sales records from various regions. I started by using Python libraries like Pandas and NumPy to load the data and perform initial cleaning tasks such as removing duplicates, handling missing values, and correcting data types. For transformation, I used Pandas to create new calculated fields that helped in understanding sales trends, such as year-over-year growth and regional performance metrics. I also utilized Python\'s Matplotlib library to visualize the data, which assisted in identifying patterns and anomalies. This process not only improved data quality but also provided valuable insights that contributed to a 15% increase in total sales.','0/10','Tanmay\'s response lacks clarity and relevance to the question asked. The response does not provide any specific details about using Python for data cleaning and transformation, which is crucial for the role of a Jr Data Analyst. The response is not in English and does not convey any technical knowledge or experience related to the task. A better response would have included specific examples of Python libraries used, data cleaning techniques, and the impact of these efforts on project outcomes, similar to the benchmark response.'),(964,276,144,696,223,'Sorry, I did not understand, can we please stay relevant to our discussion? Could you explain how you’ve used Python for data cleaning and transformation in one of your recent projects?','Yeah, sorry for the confusion, right? So Python, particularly Python I\'ve used libraries like Pandas, which I\'ve used for data cleaning. Why I\'ve used Pandas particularly is due to its versatility and efficiency in handling tabular data. Speaking about the breakdown, I\'ve handled missing values, I\'ve filled these missing values, identified these missing values, removed duplicates. Data transformation, I have done data type transformation wherein I\'ve used functions like as type to convert the data type for columns to handle data and time data. I\'ve also done this function application and I\'ve used merging and joining in my previous work.\n','In one of my recent projects, I utilized Python extensively for data cleaning and transformation. I primarily used the Pandas library due to its powerful capabilities in handling and manipulating tabular data. For data cleaning, I addressed missing values by either filling them with appropriate values or removing them if necessary. I also ensured data consistency by removing duplicates. Regarding data transformation, I performed data type conversions using functions like astype to ensure that data types were appropriate for analysis, especially for date and time data. Additionally, I used Pandas for merging and joining datasets to create comprehensive data frames that facilitated deeper analysis. This approach helped streamline the data preparation process and ensured the accuracy and reliability of the data for further analysis.','7.5/10','Tanmay\'s response demonstrates a solid understanding of using Python for data cleaning and transformation, particularly with the Pandas library. He effectively described handling missing values, removing duplicates, and performing data type transformations, which align well with the benchmark response. However, his explanation could be more detailed regarding the specific project context and the impact of these processes on the project\'s outcomes. Providing examples of how these tasks contributed to the project\'s success would enhance the depth of his response.'),(965,276,144,696,223,'Let\'s dive into this—could you explain how you’ve written and optimized SQL queries involving JOINs or CTEs in your AtliQ Mart or car sales project?','So yeah, I\'ve optimized SQL queries wherein I\'ve used indexes, I\'ve avoided selected queries, I\'ve reduced the use of file card categories, I\'ve used appropriated dimension layouts. Yeah.\n','In my AtliQ Mart project, I focused on optimizing SQL queries to ensure efficient data retrieval and processing. I utilized JOINs to combine data from multiple tables, which allowed me to analyze sales metrics and promotional performance effectively. For instance, I joined the sales and promotions tables to assess the impact of different campaigns on sales volume. Additionally, I used Common Table Expressions (CTEs) to simplify complex queries and improve readability. By breaking down the queries into manageable parts with CTEs, I was able to perform calculations and transformations more efficiently. I also implemented indexing on frequently queried columns to speed up data access and reduce query execution time. This approach not only enhanced the performance of the queries but also provided valuable insights into sales trends and promotional effectiveness.','3/10','Tanmay\'s response lacks depth and specificity compared to the benchmark response. While he mentions using indexes and avoiding certain queries, he does not provide detailed examples or explain his use of JOINs or CTEs, which are crucial for optimizing SQL queries in complex projects like AtliQ Mart. He could have improved his response by detailing how he used JOINs to combine data from multiple tables and how CTEs helped simplify complex queries, similar to the benchmark response. This would demonstrate a deeper understanding and practical application of SQL optimization techniques.'),(966,276,144,696,223,'Let\'s explore this further—can you share how you approached building Power BI dashboards for operational or sales performance? Specifically, what key metrics and visuals did you focus on, considering your experience with projects like AtliQ Mart or regional car sales performance?','The key metrics for the operations included efficiency, cost and performance. The approach which I followed was defining clear objectives at the beginning. I was knowing my audience, what audience is using this dashboard and all. I have identified these key metrics that are efficiency, cost, performance and customer satisfaction. The major one is CSAT which we talked about. Choosing the right visualizations was a key in this approach wherein I used multiple visualizations and I focused on simplicity and clarity instead of jumbling of things.\n','In building Power BI dashboards for operational or sales performance, I start by clearly defining the objectives and understanding the needs of the stakeholders who will be using the dashboard. For projects like AtliQ Mart and regional car sales performance, I focused on key metrics such as sales growth, revenue, customer satisfaction, and product performance. I ensured these metrics were aligned with the business goals. I used visualizations like line charts for trend analysis, bar charts for comparing sales across regions or products, and pie charts for market share distribution. The emphasis was on creating dashboards that were not only visually appealing but also easy to interpret, ensuring that the data could be quickly understood and acted upon. Additionally, I incorporated interactive elements to allow users to drill down into specific data points for deeper insights.','5/10','Tanmay\'s response demonstrates a basic understanding of building Power BI dashboards by mentioning key metrics like efficiency, cost, performance, and customer satisfaction. However, it lacks depth in terms of specific visuals and interactive elements used, which are crucial for effective dashboards. The benchmark response provides a more comprehensive approach, including specific metrics and visualization techniques like line charts, bar charts, and pie charts, as well as the importance of aligning metrics with business goals and incorporating interactive elements for deeper insights. Tanmay could improve by detailing specific visualization techniques and their purpose.'),(967,276,144,696,223,'Let\'s explore this scenario: Imagine you\'re given a dataset with missing values, inconsistent formats, and duplicate records. How would you utilize Python and Pandas to clean and prepare this data for analysis, considering your experience with tools like Power BI and SQL?','Yeah, so in order to clean a data set with missing values and inconsistent formats using Parleton, I\'ll just use Pandas to identify, handle, and transform the data. Firstly, I\'ll identify the missing values using .isNull and .sum, then choose a method to fill them, for example, fillMA or fFill or bFill, or any more advanced techniques if I have. Next, I\'ll handle the inconsistent data types using toNumber or other conversion functions and address inconsistencies in data values using techniques like standardization and data validation. Finally, I\'ll remove all these duplicates with .duplicated and handle outliers with methods like standard deviation or box-maps.\n','To clean and prepare a dataset with missing values, inconsistent formats, and duplicate records using Python and Pandas, I would start by loading the dataset into a Pandas DataFrame. First, I would identify missing values using the isnull function and decide on an appropriate method to handle them, such as filling with mean or median values using the fillna method or dropping them if they are not significant. For inconsistent formats, I would standardize data types using the astype function to ensure consistency across the dataset. I would also address any inconsistencies in data values by applying transformations or using string functions to clean text data. To handle duplicate records, I would use the drop_duplicates method to remove them, ensuring the dataset is unique and accurate. Throughout this process, I would leverage my experience with Power BI and SQL to ensure the data is well-prepared for analysis and visualization.','5/10','Tanmay\'s response demonstrates a basic understanding of data cleaning using Python and Pandas. He mentions identifying missing values and using methods like fillMA, fFill, and bFill, but lacks clarity on how these methods are applied. His response on handling inconsistent data types and duplicates is somewhat aligned with the benchmark but lacks depth and precision. He could improve by detailing specific Pandas functions and their applications, such as using fillna for missing values and drop_duplicates for duplicates, and by explaining how he would leverage his experience with Power BI and SQL for data preparation.'),(968,276,144,696,223,'Let\'s explore this scenario: Imagine you need to analyze customer churn using a large dataset stored in a relational database. How would you design and optimize your SQL queries to ensure both performance and accuracy, considering your experience with SQL and Power BI?','In order to answer this, I\'ll avoid select queries. I\'ll use the indexes effectively. I\'ll use appropriate data types and layouts. I\'ll avoid subqueries. And I\'ll make use of cloud database specifically.\n','To analyze customer churn using a large dataset in a relational database, I would start by ensuring that the dataset is well-structured and indexed properly to improve query performance. I would use SQL to write efficient queries, focusing on selecting only the necessary columns and using WHERE clauses to filter data effectively. To optimize performance, I would leverage indexing on columns that are frequently used in JOINs and WHERE clauses. Additionally, I would consider using Common Table Expressions (CTEs) to break down complex queries into more manageable parts, which can also improve readability and maintainability. I would avoid using subqueries where possible, as they can be less efficient, and instead use JOINs or CTEs. To ensure accuracy, I would perform data validation checks and use aggregate functions to summarize data accurately. Finally, I would integrate the results with Power BI to create visualizations that help identify trends and patterns in customer churn, providing actionable insights for decision-making.','4/10','Tanmay\'s response indicates a basic understanding of SQL query optimization but lacks depth and specificity. He mentions avoiding select queries and subqueries, using indexes, and leveraging cloud databases, but does not elaborate on how these strategies would be implemented or their impact on performance and accuracy. The response could be improved by discussing the use of WHERE clauses, CTEs, and data validation checks, as well as integrating results with Power BI for visualization, as outlined in the benchmark response.'),(969,276,144,696,223,'Let\'s explore this scenario: Imagine you\'re tasked with building a Python script to fetch JSON data from a REST API, process it, and visualize key metrics. Given your experience with Python and Power BI, could you walk me through your approach and the tools you\'d use for this task?','Right now I don\'t have an answer to this. I\'ll just need to think and come back.\n','To tackle this task, I would start by using Python\'s requests library to fetch the JSON data from the REST API. Once I have the data, I would use the pandas library to load the JSON into a DataFrame for easier manipulation and analysis. This allows me to clean and transform the data as needed, ensuring it\'s ready for visualization.\n\nNext, I would focus on identifying the key metrics that need to be visualized. With these metrics in mind, I would use Python libraries such as Matplotlib or Seaborn to create visualizations. These libraries are great for generating a variety of plots and charts, which can help in understanding the data better.\n\nFinally, I would integrate the visualizations into Power BI for more interactive and dynamic dashboards. Power BI\'s ability to handle real-time data and provide rich visualizations would enhance the overall presentation of the key metrics. Throughout this process, I would ensure that the data is accurately represented and insights are clearly communicated to stakeholders.','1/10','Tanmay\'s response lacks depth and does not demonstrate knowledge or understanding of the task at hand. The response does not align with the job description, which requires proficiency in Python, REST API integration, and data visualization. A more suitable response would have included details on using Python libraries like requests for API calls, pandas for data manipulation, and Matplotlib or Seaborn for visualization, followed by integration into Power BI. This would have showcased Tanmay\'s ability to handle the task effectively.'),(970,276,144,696,223,'Let\'s explore a challenge: If your Python script encounters an API timeout or receives malformed JSON, how would you handle these exceptions to ensure the script continues to run reliably?','Yeah, so in order to ensure that the Python script is running in quality and reliably, so I\'ll just check the quality of Python code that involves using tools like linters and static type checkers to ensure adherence to coding standards. Yeah.\n','Handling exceptions like API timeouts or malformed JSON in a Python script is crucial for maintaining its reliability. First, I would use a try-except block to catch these exceptions. For an API timeout, I would implement a retry mechanism using libraries like `requests` with a backoff strategy to prevent overwhelming the server. If the JSON is malformed, I would log the error for further analysis and skip processing that particular response to ensure the script continues running. Additionally, I would include logging throughout the script to monitor its performance and identify any recurring issues. This approach ensures the script remains robust and continues to function even when encountering errors.','2/10','Tanmay\'s response lacks depth and fails to address the specific challenge of handling API timeouts and malformed JSON. Instead of discussing exception handling techniques, he focuses on code quality tools, which are not directly relevant to the question. A better response would involve using try-except blocks, implementing retry mechanisms, and logging errors to maintain script reliability. This would demonstrate a stronger understanding of error handling in Python scripts.'),(971,276,144,696,223,'Moving on, could you describe how you’ve utilized Git or GitHub for version control in your projects or internships? Specifically, how do you manage merge conflicts or branching in your workflow?','मुझे इसे दिखना चाहिए और बड़ें\n','In my projects and internships, I\'ve extensively used Git and GitHub for version control to manage code changes efficiently. I typically start by creating a new branch for each feature or bug fix to keep the main branch stable. This allows me to work on multiple features simultaneously without affecting the main codebase. When it comes to managing merge conflicts, I make it a point to pull the latest changes from the main branch into my feature branch regularly. This helps in minimizing conflicts. If conflicts do arise, I carefully review the conflicting files, understand the changes made by others, and resolve them by merging the best parts of both versions. After resolving conflicts, I thoroughly test the code to ensure everything works as expected before merging it back into the main branch. This approach not only helps in maintaining a clean codebase but also facilitates collaboration with team members.','0/10','Tanmay\'s response to the question about utilizing Git or GitHub for version control is inadequate. The response is in Hindi and does not address the question\'s specifics. There is no mention of branching strategies, managing merge conflicts, or any practices related to version control. To improve, Tanmay should have discussed creating branches for features, regularly merging from the main branch to minimize conflicts, and resolving conflicts by reviewing and testing changes before merging back to the main branch.'),(972,276,144,696,223,'Sorry, I did not understand. Can we please stay relevant to our discussion? Could you describe how you’ve utilized Git or GitHub for version control in your projects or internships? Specifically, how do you manage merge conflicts or branching in your workflow?','Okay, okay. So...\n','In my previous roles, I\'ve extensively used Git and GitHub for version control to manage and collaborate on projects efficiently. When working on projects, I typically create separate branches for different features or tasks, which allows me to work independently without affecting the main codebase. This approach helps in organizing work and makes it easier to manage changes. When it comes to merge conflicts, I handle them by carefully reviewing the conflicting changes and discussing with team members if needed to understand the context. I use tools like Git\'s diff and merge utilities to resolve conflicts and ensure that the final code is consistent and error-free. Additionally, I regularly pull updates from the main branch to keep my branch up-to-date, which minimizes conflicts and ensures a smooth integration process. This systematic approach to branching and conflict resolution has been crucial in maintaining code integrity and facilitating seamless collaboration within the team.','7.5/10','Tanmay\'s response demonstrates a good understanding of using Git and GitHub for version control. He describes creating separate branches for features or tasks, which aligns with best practices for maintaining a stable main codebase. His approach to managing merge conflicts by reviewing changes and collaborating with team members shows a collaborative mindset. However, the response could be improved by mentioning specific tools or techniques used for conflict resolution, such as Git\'s diff and merge utilities, which were part of the benchmark response.'),(973,276,144,696,223,'Yes, sure. To clarify, could you please describe how you’ve utilized Git or GitHub for version control in your projects or internships? Specifically, how do you manage merge conflicts or branching in your workflow?','\n','In my projects and internships, I\'ve extensively used Git and GitHub for version control to ensure smooth collaboration and code management. I typically follow a branching strategy where I create separate branches for different features or bug fixes, which helps in isolating work and maintaining a clean main branch. When it comes to managing merge conflicts, I first ensure that I regularly pull changes from the main branch to keep my feature branch updated. If conflicts arise, I carefully review the conflicting files, understand the changes made by others, and then resolve them by choosing the most appropriate code or merging the necessary parts manually. Additionally, I use GitHub\'s pull request feature to review changes before merging, which helps in catching potential conflicts early and maintaining code quality.','7.5/10','Tanmay\'s response demonstrates a good understanding of using Git and GitHub for version control, aligning closely with the benchmark response. He describes a branching strategy for feature isolation and mentions regular updates from the main branch to minimize conflicts. His approach to resolving merge conflicts by reviewing changes and collaborating with team members is sound. However, he could have enhanced his response by discussing specific tools or techniques used in conflict resolution or providing examples from his experience to showcase depth.'),(974,276,144,696,223,'I\'m sorry, but it seems that the candidate\'s response is missing. Could you please provide the candidate\'s response so I can continue the conversation appropriately?','I don\'t have an answer to this right now.\n','In my previous roles, I\'ve extensively used Git and GitHub for version control, which are crucial for managing code changes and collaborating with team members. When it comes to managing merge conflicts, I typically start by pulling the latest changes from the main branch to ensure my local branch is up to date. If conflicts arise, I carefully review the conflicting files to understand the changes made by others and my own. I then resolve these conflicts by choosing the appropriate changes or merging them manually if needed. After resolving conflicts, I test the code to ensure everything works as expected before committing the changes. For branching, I follow a structured workflow, often using feature branches for new functionalities and hotfix branches for urgent bug fixes. This approach helps in maintaining a clean and organized codebase, allowing for efficient collaboration and integration of new features.','0/10','Tanmay\'s response lacks depth and fails to demonstrate any knowledge or experience related to the question about Git and GitHub usage for version control. The response \"I don\'t have an answer to this right now\" does not provide any insight into his skills or experience, which is crucial for a role that involves collaboration and code management. A better response would have included specific examples of how he has used Git and GitHub in past projects, similar to the benchmark response.'),(975,276,144,696,223,'Let\'s explore this—have you worked with JSON or XML data formats? Could you explain how you handled and transformed such data in any of your projects?','Yeah, so I\'ve converted JSON keys to XML elements and JSON values, I\'ve also transformed them into element values. The tool supports attributes in XML element, so to convert, I\'ve begin with JSON key to dash to indicate attributes and mention JSON key values using hash text in the JSON data.\n','In my previous role, I frequently worked with JSON and XML data formats. One project involved integrating data from various sources, where I had to transform JSON data into XML for compatibility with a legacy system. I used Python to parse the JSON data, extracting key-value pairs and converting them into XML elements and attributes. This process involved mapping JSON keys to XML tags and handling nested structures by iterating through the JSON hierarchy. I also ensured that data types were correctly converted and validated to maintain data integrity. This transformation allowed seamless data exchange between systems, improving data accessibility and usability for the team.','3/10','Tanmay\'s response indicates basic familiarity with JSON to XML conversion but lacks depth and detail. He mentions converting JSON keys to XML elements and values but does not elaborate on the process, tools, or programming languages used, nor does he address handling nested structures or data integrity, which are crucial for such transformations. To improve, Tanmay could have detailed his approach, tools like Python, and how he ensured data integrity and compatibility, similar to the benchmark response.'),(976,276,144,696,223,'Moving forward, are there any questions you have for me today that you might need clarity with?','No, right now I don\'t have any questions. We may wind up with these tips.\n','Thank you for the opportunity to discuss this role. I don\'t have any questions at the moment, but I appreciate the chance to ask. If anything comes up later, I\'ll be sure to reach out.','4/10','Tanmay\'s response to the question about having any questions was brief and lacked the professionalism and openness to future communication demonstrated in the benchmark response. While it is acceptable not to have questions, expressing appreciation for the opportunity and indicating a willingness to follow up if needed would have been more aligned with professional standards. A better response could have mirrored the benchmark by acknowledging the opportunity and leaving the door open for future inquiries.'),(977,276,144,696,223,'With this, we have come to the end of our interview. Thank you for your time, Aishwarya. It was nice talking to you today. Someone from the HR team will get back to you. You may click the end button to submit our discussion.','','Thank you for the opportunity to interview with TECHJAR TECHNOLOGIES PRIVATE LIMITED. It was a pleasure discussing my experiences and learning more about the role. I look forward to the possibility of working together and contributing to your team. Have a great day ahead.','5/10','Tanmay\'s response was polite and expressed gratitude, but it lacked the personalization and enthusiasm present in the benchmark response. While he thanked the interviewer, he did not mention the company name or express eagerness to contribute to the team. To improve, Tanmay could have included a specific mention of TECHJAR TECHNOLOGIES PRIVATE LIMITED and expressed excitement about the potential opportunity to work with the team.'),(978,279,144,697,224,'Hello Tanmay! I\'m Avi, and I\'m thrilled to be one of the world\'s first autonomous AI bot interviewers. I\'m excited to discuss a potential opportunity with TECHJAR TECHNOLOGIES PRIVATE LIMITED today. Please bear with me if there\'s a slight lag in our conversation; I\'m still evolving and will improve with time. How\'s your day going so far?','So yeah, we will proceed with the interview.\n','Thank you, Avi! My day is going well, and I\'m looking forward to our conversation. How about you?','2','Tanmay\'s response lacks engagement and enthusiasm, which are important in an interview setting. A more engaging response would have been to acknowledge the greeting and express interest in the conversation, similar to the benchmark response. This would demonstrate good communication skills and a positive attitude, which are key competencies for the role.'),(979,279,144,697,224,'That\'s great to hear! We have an interview scheduled now. Hope this is a good time to talk?','Yeah, yeah, it\'s a good time.\n','Thank you for reaching out. Yes, this is a good time for me to talk.','3/10','Tanmay\'s response is brief and informal compared to the benchmark response. While it confirms availability, it lacks the professionalism and politeness expected in a formal interview setting. A more suitable response would have been, \"Thank you for reaching out. Yes, this is a good time for me to talk.\" This would demonstrate better communication skills and professionalism.'),(980,279,144,697,224,'Let\'s dive into this. I\'m from Techjar Technologies Private Limited, and we\'re excited about your interest in the Graduate Engineer Trainee role in Manufacturing. This position involves supporting manufacturing operations, implementing lean principles, and ensuring safety standards. Your engineering background and project experience align well with our needs. Are you comfortable with these responsibilities and the skills required for this role?','Yeah, wait. So, first of all, I\'d like to thank you to brief about the role that currently I\'ll be interviewing for. And yeah, I\'m comfortable enough with this role.\n','Thank you for outlining the role and its responsibilities. I am indeed comfortable with these responsibilities and skills. My engineering background, particularly my experience with projects like the Biometric Voting System and the Underground Cable Fault Detector, has equipped me with a solid foundation in technical problem-solving and process optimization. Additionally, my internship experiences have given me practical exposure to team management and adherence to safety standards, which I believe align well with the requirements of this role. I am eager to contribute to the team and grow within the manufacturing domain.','3/10','Tanmay\'s response lacks depth and specificity compared to the benchmark response. While he expresses comfort with the role, he does not elaborate on how his background and experiences make him a suitable candidate. The benchmark response provides specific examples of projects and internships that demonstrate relevant skills and experiences. Tanmay could improve by mentioning specific projects or experiences that align with the job requirements, such as his work on the Biometric Voting System or his internship experiences that relate to team management and safety standards.'),(981,279,144,697,224,'Let\'s explore this further. Can you briefly introduce yourself and share a bit about your professional experience? It would also be great to know something not already in your CV or LinkedIn profile.','Yeah okay, so we\'ll just start with my educational experiences first. So first of all my name is Drupti Maktum and I have completed my bachelors in electronics and telecommunication engineering from the New University in the year of 2023. During my graduation I worked on two internships. First was at SCI Control System which is mentioned in my resume during my diploma course and the second one is at X-Poses Data Labs in cyber security domain and post graduation I had enrolled at Forbes Marshall wherein I gained a lot of practical experience into manufacturing. So yeah currently I\'m looking forward to join TechChar as a manufacturing engineer.\n','My name is Tanmay, and I recently completed my Bachelor of Engineering in Mechanical Engineering from Modern Education Society\'s College of Engineering, where I graduated with a CGPA of 8.86. During my studies, I had the opportunity to intern at Sai Control System, where I led a group of student interns and gained hands-on experience in assembling PCB boards and other electronic components. I also interned at Exposys Data Labs, where I learned about image encryption using triple DES. Beyond what\'s on my resume, I\'m passionate about continuous learning and have recently been exploring lean manufacturing principles through online courses. I\'m eager to apply my skills and knowledge in a practical setting and am particularly excited about the opportunity at Techjar Technologies to contribute to manufacturing operations and continuous improvement initiatives.','2/10','Tanmay\'s response contains significant inaccuracies, such as incorrect name and educational background, which do not match the resume provided. The response lacks depth in terms of professional experience and fails to highlight relevant skills or interests in manufacturing engineering. To improve, Tanmay should accurately present his educational background, internships, and express enthusiasm for the role at Techjar Technologies, aligning with the job description and showcasing his continuous learning efforts in lean manufacturing.'),(982,279,144,697,224,'Let\'s explore this further. During your internship at Sai Control System, did you have the opportunity to observe or apply any Kanban principles to manage tasks or workflow?','Yeah speaking about Kanban during my internship at Site Control System. So yeah first of all I\'ll just brief you about what I understand by Kanban. So Kanban basically it lies in few principles and practices wherein you first need to visualize the workflow. You need to limit the work that is in progress right now. You need to manage your flows and implement feedback loops which might finally improve the efficiency of the production line. So I had the opportunity to visualize the workflow first of all and then I focused on making the workflow smooth by implementing some autonomous systems in place. I was not a part of the policy making department but yeah I had read all the policies that were mentioned and collaborating with different quality teams, the purchase team, one can handle his day-to-day tasks efficiently.\n','During my internship at Sai Control System, I had the chance to observe and apply some Kanban principles. I focused on visualizing the workflow to understand how tasks were progressing. This helped me identify areas where we could improve efficiency. Although I wasn\'t directly involved in policy-making, I collaborated with various teams like quality and purchasing to ensure smooth operations. By understanding and applying Kanban principles such as limiting work in progress and managing flow, I contributed to streamlining our processes and enhancing productivity.','6/10','Tanmay\'s response demonstrates a basic understanding of Kanban principles, such as visualizing workflow and limiting work in progress. He mentions implementing autonomous systems to smooth workflows and collaborating with various teams, which aligns with the job\'s requirements for teamwork and process improvement. However, the response lacks specific examples or detailed insights into how these principles were applied or the impact they had on the production process. Providing more concrete examples or outcomes would have strengthened his response.'),(983,279,144,697,224,'Let\'s dive into this—can you explain your understanding of lean manufacturing and how you would apply it to reduce waste in a basic assembly line?','yeah so speaking about lean manufacturing this is basically a production method that aims to eliminate waste and increase productivity so it\'s based on the idea that waste is anything that doesn\'t add value to a customer so the goal of adding lean manufacturing here is to reduce you know waste, increase the productivity and create customer value and how it works is by identifying and eliminating the waste, optimizing processes and implementing quality control measures so the key principles that I follow in lean is continuous improvement, demand-based flow and value stream manufacturing.\n','Lean manufacturing is a methodology focused on minimizing waste within manufacturing systems while simultaneously maximizing productivity. Waste is considered anything that does not add value to the customer. In a basic assembly line, I would apply lean manufacturing by first identifying areas where waste occurs, such as excess inventory, overproduction, or unnecessary movement of materials. Then, I would work on streamlining processes to ensure a smooth flow of production. This might involve implementing Just-In-Time production to reduce inventory levels, using value stream mapping to identify and eliminate bottlenecks, and applying continuous improvement techniques to enhance efficiency. Additionally, I would focus on maintaining high quality through regular quality control checks and fostering a culture of continuous improvement among team members to ensure ongoing optimization of the assembly line.','5/10','Tanmay\'s response demonstrates a basic understanding of lean manufacturing principles, focusing on waste elimination and productivity enhancement. However, the response lacks specific examples and depth in application, such as identifying waste areas like excess inventory or unnecessary movement, which are crucial for a comprehensive understanding. The mention of continuous improvement and value stream manufacturing is relevant, but the response could be improved by detailing specific techniques like Just-In-Time production or value stream mapping to illustrate practical application in a basic assembly line.'),(984,279,144,697,224,'Let\'s explore this further—can you share how you would implement the 5S methodology in a small electronics assembly area to improve efficiency and cleanliness, perhaps drawing from your experience soldering components during your internship at Sai Control System?','Yeah, so 5S basically means sorting, setting in order, keeping it shiny, standardizing it and sustaining it for a longer period of time. So this has evolved from a Toyota manufacturing plant, as far as I remember, in the year 1950, Toyota was the first manufacturing plant to implement 5S into their current systems and I believe a 6th S, that is the safety, has been added to these 5S. It basically means seve, seito, seiso, seiketsu, shitsuke.\n','During my internship at Sai Control System, I had the opportunity to apply the 5S methodology in a practical setting, particularly in the electronics assembly area. The first step, Sorting, involved identifying and removing unnecessary items from the workspace to ensure that only essential tools and components were available. This helped in reducing clutter and improving focus. Next, Setting in Order was crucial for organizing tools and materials in a logical manner, making them easily accessible and reducing time spent searching for them. For Shining, we established a routine cleaning schedule to maintain a tidy and safe work environment, which also helped in identifying potential issues like equipment wear and tear. Standardizing involved creating clear guidelines and procedures for each task, ensuring consistency and efficiency across the team. Finally, Sustaining these practices required regular audits and team meetings to reinforce the importance of maintaining the 5S principles. This systematic approach not only improved efficiency and cleanliness but also enhanced overall productivity and safety in the assembly area.','4/10','Tanmay\'s response provides a basic understanding of the 5S methodology, mentioning its origins and the addition of a sixth \'S\' for safety. However, it lacks depth and practical application details. The benchmark response elaborates on each step of 5S with specific examples from the internship, showcasing a deeper understanding and practical experience. Tanmay could improve by detailing how each step was implemented during his internship, similar to the benchmark response, to demonstrate applied experience and knowledge.'),(985,279,144,697,224,'Let\'s explore this further—during your internship at Sai Control System, what safety standards or precautions did you follow while soldering components?','Speaking about the safety standards, one should always wear safety gloves while solving impacts of a certain material, one should wear a safety helmet while he or she is working in a production environment, one should always wear the safety shoes as if at all something, you know, some mishap happens and it falls onto your leg, you should not get hurt, so these PPEs are basically for your protection, one should understand that and utilize it while working in a production environment. Thank you.\n','During my internship at Sai Control System, I made sure to adhere to several safety standards while soldering components. First and foremost, I always wore safety gloves to protect my hands from burns and other injuries. Additionally, I used safety goggles to shield my eyes from any potential splashes or sparks. Wearing a lab coat was also important to protect my clothing and skin. In the production environment, I ensured that the workspace was well-ventilated to avoid inhaling any harmful fumes. I also kept the work area organized and free of clutter to prevent accidents. These precautions were essential to maintain a safe working environment and ensure my well-being and that of my colleagues.','5/10','Tanmay\'s response highlights the importance of personal protective equipment (PPE) such as gloves, helmets, and safety shoes, which is relevant but lacks specificity regarding soldering safety. The benchmark response provides a more comprehensive view, including the use of safety goggles, lab coats, and ensuring proper ventilation, which are critical for soldering tasks. Tanmay could improve by mentioning these specific precautions and the rationale behind them, such as preventing inhalation of fumes and protecting against splashes.'),(986,279,144,697,224,'Let\'s explore this further—imagine a production line is frequently disrupted due to missing tools and cluttered workstations. How would you apply the 5S methodology to address this issue and improve efficiency?','Yeah, this is what I was speaking about recently right, so 5S what it means is setting in order So as you mentioned it is cluttered and that\'s the reason the efficiency is you know hampered So firstly one should always keep things in place whenever he or she picks it up So you should decide a place where these particular materials are to be kept one should Follow these SOPs, one should follow these instructions, one should always keep It in place and then you know implement 5S, let us sort, one should sort the materials or then set in order, you should set the materials in order that you would like to use recently and Then you need to keep it clean for the shine And then you need to standardize this particular equipment is to be used, that particular equipment is to be second and then you This will eventually sustain right\n','To address the issue of missing tools and cluttered workstations using the 5S methodology, I would start by implementing the first step, Sort, to identify and remove unnecessary items from the workspace. This helps in clearing out clutter and ensuring that only essential tools and materials are present. Next, I would move to Set in Order by organizing the remaining items in a logical manner, ensuring that each tool has a designated place that is easily accessible. This can be achieved by using labels or shadow boards to visually indicate where each item belongs. The third step, Shine, involves regular cleaning and maintenance of the workspace to prevent dirt and clutter from accumulating, which helps in maintaining a safe and efficient environment. Standardize is the next step, where I would establish consistent procedures and schedules for sorting, organizing, and cleaning, ensuring that everyone follows the same practices. Finally, Sustain involves creating a culture of discipline and continuous improvement, encouraging team members to consistently adhere to the 5S principles and look for ways to enhance the process. By systematically applying these steps, we can improve efficiency, reduce disruptions, and create a more organized and productive work environment.','5/10','Tanmay\'s response demonstrates a basic understanding of the 5S methodology but lacks depth and clarity compared to the benchmark response. He mentions the steps of sorting and setting in order but does not clearly articulate the full process or the importance of each step. His explanation is somewhat disorganized and misses the emphasis on creating a culture of discipline and continuous improvement, which is crucial for sustaining the 5S methodology. A more structured and detailed response, similar to the benchmark, would have been more effective.'),(987,279,144,697,224,'Let\'s explore this scenario: imagine you\'re assigned to a new production cell where work-in-progress items are piling up. Could you walk me through how you would use Kanban to identify and resolve the bottleneck in this situation?','Yeah, so, can you please repeat the question once again?\n','To address the issue of work-in-progress items piling up in a new production cell, I would utilize the Kanban system to effectively identify and resolve the bottleneck. First, I would set up a Kanban board to visualize the workflow, clearly marking each stage of the production process. This would help in identifying where the bottleneck is occurring by observing where work items are accumulating. Next, I would establish WIP limits for each stage to ensure that no stage is overwhelmed with too many tasks at once. By doing this, we can maintain a steady flow and quickly spot any disruptions. Once the bottleneck is identified, I would analyze the root cause, whether it\'s due to resource constraints, process inefficiencies, or other factors, and then implement targeted improvements. This could involve reallocating resources, adjusting processes, or providing additional training to team members. Throughout the process, I would communicate regularly with the team to ensure everyone is aligned and any adjustments are made smoothly. This approach not only resolves the immediate issue but also fosters a culture of continuous improvement.','0/10','Tanmay\'s response to the question was inadequate as he requested the question to be repeated instead of providing an answer. This indicates a lack of understanding or preparedness to discuss the application of Kanban in identifying and resolving bottlenecks. An effective response would involve explaining the setup of a Kanban board, establishing WIP limits, identifying bottlenecks, analyzing root causes, and implementing improvements. Demonstrating knowledge of these steps would have showcased his understanding of workflow management and process optimization.'),(988,279,144,697,224,'Yes, of course. Let\'s explore this scenario: imagine you\'re assigned to a new production cell where work-in-progress items are piling up. Could you walk me through how you would use Kanban to identify and resolve the bottleneck in this situation?','yeah\n','Let me clarify this. In a situation where work-in-progress items are piling up, I would first set up a Kanban board to visualize the workflow. This board would help in identifying where the bottleneck is occurring by showing which stage has the most items waiting. Once the bottleneck is identified, I would analyze the specific tasks in that stage to understand why they are stuck. It could be due to a lack of resources, unclear instructions, or other issues. To resolve it, I would prioritize these tasks and reallocate resources if necessary. Additionally, I would communicate with the team to ensure everyone is aligned on the urgency of clearing this bottleneck. This approach not only helps in resolving the current issue but also in preventing future bottlenecks by continuously improving the process.','0/10','Tanmay\'s response of \"yeah\" lacks depth, knowledge, and relevancy to the question asked. The question required an explanation of how to use Kanban to identify and resolve bottlenecks in a production setting, which is a critical skill for the role. An ideal response would involve setting up a Kanban board, identifying bottlenecks, analyzing tasks, reallocating resources, and communicating with the team to ensure alignment and continuous improvement. Tanmay\'s response does not demonstrate any understanding or application of these concepts.'),(989,279,144,697,224,'Sure, let\'s revisit the scenario: Imagine you\'re assigned to a new production cell where work-in-progress items are piling up. Could you walk me through how you would use Kanban to identify and resolve the bottleneck in this situation?','So yeah, as I mentioned that there are a lot of work in progress items and I have been deployed for the first time into this production line. So, I\'ll basically use Kanban first. So, I\'ll just tell you what Kanban is actually. So, Kanban is basically used to, you know, declutter things and eliminate waste and improve the efficiency. So, I\'ll just have a visual overview of the workflow. And then,\n','To address the situation with piling work-in-progress items, I would start by setting up a Kanban board to visualize the entire workflow. This board would help me see all stages of the production process and identify where the bottleneck is occurring. By categorizing tasks into columns such as \'To Do\', \'In Progress\', and \'Completed\', I can track the flow of work and pinpoint where delays are happening. Once the bottleneck is identified, I would analyze the root cause, whether it\'s due to resource constraints, process inefficiencies, or other factors. From there, I would collaborate with the team to implement solutions, such as redistributing tasks, optimizing processes, or providing additional resources to the constrained area. This approach not only helps in resolving the current bottleneck but also enhances overall process efficiency and reduces waste, aligning with lean manufacturing principles.','4/10','Tanmay\'s response demonstrates a basic understanding of Kanban but lacks depth and specificity. He mentions using Kanban to declutter and improve efficiency but doesn\'t elaborate on how he would set up the board or identify and resolve bottlenecks. The response is less detailed compared to the benchmark, which outlines specific steps like categorizing tasks, analyzing root causes, and collaborating with the team. To improve, Tanmay could have detailed the process of visualizing workflow, identifying bottlenecks, and implementing solutions, aligning with lean manufacturing principles.'),(990,279,144,697,224,'Here’s the scenario: Imagine your Kanban board is not helping reduce delays as expected. Can you please tell me how you would analyze the issue and improve the system?','I don\'t have a answer to this question, no I don\'t.\n','Let me clarify this. If the Kanban board isn\'t reducing delays as expected, the first step is to analyze the current workflow. I would start by reviewing the board to ensure that tasks are accurately represented and prioritized. Next, I would check if the work-in-progress limits are being adhered to, as exceeding these can lead to bottlenecks. I would also gather feedback from the team to identify any overlooked issues or inefficiencies. Once the problem areas are identified, I would work on adjusting the workflow or task distribution to better align with team capacity and project goals. Additionally, I would consider implementing regular review meetings to continuously monitor and improve the system. This proactive approach helps in maintaining a smooth workflow and achieving the desired outcomes.','0/10','Tanmay\'s response lacks depth and fails to address the question. He did not provide any analysis or improvement strategies for the Kanban board issue, which is crucial for the role of a Manufacturing Engineer Trainee. The benchmark response outlines a clear process for identifying and resolving workflow inefficiencies, which Tanmay did not demonstrate. To improve, Tanmay could have discussed reviewing task prioritization, adhering to work-in-progress limits, and gathering team feedback to identify and address bottlenecks.'),(991,279,144,697,224,'Moving on, can you please describe a time during your internship or project work where you had to analyze data or trends to make a decision or recommendation?','Buongiorno\n','During my internship at Sai Control System, I had the opportunity to lead a group of student interns. One of our tasks involved analyzing production data to identify trends that could help improve efficiency. We collected data on the time taken for different assembly processes and noticed a bottleneck in the soldering stage. By analyzing this trend, I recommended redistributing tasks among the team to balance the workload more effectively. This adjustment led to a noticeable improvement in our production timeline. This experience taught me the importance of data analysis in making informed decisions and optimizing processes.','0/10','Tanmay\'s response of \"Buongiorno\" is not relevant to the question asked about analyzing data or trends during an internship or project work. The benchmark response provides a detailed example of identifying a bottleneck and making a recommendation to improve efficiency, showcasing applied experience in data analysis and decision-making. Tanmay\'s response lacks depth, context, and relevance to the question, failing to demonstrate any knowledge or experience in this area.'),(992,279,144,697,224,'Sorry, I did not understand. Can we please stay relevant to our discussion? Let\'s focus on your experiences related to the role of Manufacturing Engineer. Could you describe a time when you had to document a process or explain a task clearly to your peers during your internship or project work?','No, I\'m not going to cross any situation, I\'ll tell you what.\n','During my internship at Sai Control System, I had the opportunity to lead a group of student interns. One of my key responsibilities was to document the process of assembling various PCB boards and voltage regulators. I created detailed step-by-step guides that included diagrams and photos to ensure clarity. Additionally, I conducted a session where I explained the entire process to my peers, highlighting critical steps and safety precautions. This not only helped in maintaining consistency in our work but also ensured everyone was aligned with the expected standards.','1/10','Tanmay\'s response lacks clarity and relevance to the question asked. The response does not provide any details about documenting a process or explaining a task clearly to peers, which is critical for a Manufacturing Engineer role. The benchmark response offers a comprehensive example of documenting processes and conducting training sessions, which Tanmay\'s response fails to address. A better response would include specific examples of tasks documented, methods used for clarity, and the impact of these actions on team alignment and process consistency.'),(993,279,144,697,224,'To clarify, could you please share an example where you collaborated with others in a team setting to solve a technical problem or complete a task successfully? This could be from your internship or any of your projects.','','During my internship at Sai Control System, I had the opportunity to lead a group of student interns on a project where we needed to assemble and test various PCB boards and voltage regulators. One particular challenge we faced was a recurring issue with the voltage regulators overheating during testing. To address this, I collaborated closely with my team to identify the root cause. We divided the tasks based on each member\'s strengths, with some focusing on testing different configurations while others researched potential solutions. I facilitated regular meetings to discuss our findings and ensure everyone was aligned. Through our collective efforts, we discovered that a minor adjustment in the heat sink placement significantly improved the cooling efficiency. This experience taught me the value of teamwork and effective communication in solving technical problems.','8.5/10','Tanmay\'s response closely aligns with the benchmark response. He effectively describes a collaborative team effort during his internship at Sai Control System, where he led a group of interns to address a technical issue with voltage regulators. He details the division of tasks based on team strengths and the facilitation of regular meetings to ensure alignment. The solution involved a minor adjustment in heat sink placement, demonstrating applied experience and problem-solving skills. However, his response could be enhanced by explicitly mentioning the learning outcomes or skills gained from this experience.'),(994,282,144,678,214,'Tell me something about yourself','','Certainly! Here\'s a benchmark response for the interview question:\n\nI am a recent graduate with a Master\'s degree in Science from Shivaji University, where I developed a strong foundation in data analysis and visualization. During my internships, I gained practical experience in using tools like Power BI, SQL, and Python to create insightful reports and dashboards. At PwC Switzerland, I automated reports that improved decision-making by 40%, and at MERISKILL, I reduced data retrieval time by 50% through efficient SQL queries. I am passionate about leveraging data to drive business insights and am eager to contribute to TECHJAR TECHNOLOGIES as a Jr Data Engineer. My goal is to continuously learn and grow in the field, while supporting the organization\'s data-driven objectives.','4','Tanmay\'s response lacks depth and specificity compared to the benchmark. While he mentions his education and some technical skills, he does not provide detailed examples of his achievements or how they align with the job role. The benchmark response highlights specific accomplishments and how they contributed to business improvements, which Tanmay\'s response misses. To improve, Tanmay could have detailed his experience with specific tools and the impact of his work, similar to the benchmark response, to better demonstrate his fit for the role.'),(995,282,144,678,214,'Can you walk me through how you would gather requirements for a new feature or product?','So yeah, regarding requirement collection, first of all you need to be clear on what the client requires and then you need to document each and everything. Once documented, you can send it across to your clients to verify it and once the project is signed off, you can ask your teams to work on it.\n','To gather requirements for a new feature or product, I would start by engaging with stakeholders to understand their needs and expectations. This involves conducting interviews or workshops to gather detailed insights. I would also review any existing documentation or data to ensure a comprehensive understanding of the current system or product. Once I have collected all the information, I would document the requirements clearly and organize them into a structured format. This documentation would then be shared with stakeholders for validation and feedback. After incorporating any necessary changes, I would work closely with the development team to ensure they have a clear understanding of the requirements, facilitating smooth communication and collaboration throughout the project.','4/10','Tanmay\'s response covers the basic steps of requirement gathering, such as understanding client needs and documentation. However, it lacks depth in engaging with stakeholders through interviews or workshops and does not mention reviewing existing documentation or data. The response also misses the iterative process of validation and feedback from stakeholders, which is crucial for comprehensive requirement gathering. To improve, Tanmay could have detailed the importance of stakeholder engagement and iterative feedback to ensure alignment with business needs.'),(996,282,144,678,214,'How would you explain a complex technical concept to a non-technical stakeholder?','So, in order to explain a complex technical problem or a complex technical statement to a non-technical stakeholder, you know, there are certain jargons which are used in a technical setup. So, you have to avoid those jargons and understand the background from which the user is coming from and then, you know, explain it accordingly. This is what I feel.\n','Let me clarify this. When explaining a complex technical concept to a non-technical stakeholder, it\'s important to first understand their level of knowledge and the context in which they operate. I would start by breaking down the concept into simpler terms, using analogies or examples that relate to their everyday experiences. For instance, if I were explaining data pipelines, I might compare them to a series of connected water pipes that transport clean water to different parts of a city. This helps them visualize the process without getting bogged down by technical jargon. Additionally, I would focus on the impact or benefits of the concept on their work or the business, ensuring they see the value it brings. To put it another way, my goal is to make the information accessible and relevant to them, fostering better understanding and collaboration.','4/10','Tanmay\'s response to explaining a complex technical concept to a non-technical stakeholder is basic and lacks depth. He mentions avoiding jargon and understanding the user\'s background, which is relevant but not sufficient. The response could be improved by providing specific strategies, such as using analogies or examples, to make the concept relatable and focusing on the impact or benefits of the concept. This would demonstrate a deeper understanding and ability to communicate effectively with non-technical stakeholders.'),(997,282,144,678,214,'Tell me about a time you solved a problem or made a decision based on data.','20250417_102801','During my internship at MERISKILL, I was tasked with analyzing diabetic patient behavior to improve our data retrieval processes. We noticed that the existing system was slow and often inaccurate, which affected our ability to make timely decisions. To address this, I designed and implemented SQL queries that significantly reduced data retrieval time by 50%. I also developed Power BI dashboards to visualize the data, which helped us identify trends and patterns more effectively. This data-driven approach not only enhanced the quality and integrity of our data but also improved our decision-making processes, ultimately leading to better patient care strategies.','7.5/10','Tanmay\'s response to the question about solving a problem based on data closely aligns with the benchmark response. He effectively describes his role in improving data retrieval processes during his internship at MERISKILL. His use of SQL queries and Power BI dashboards demonstrates a practical application of data analysis skills. However, the response lacks additional details on the specific challenges faced and the impact of his solutions on the organization. Providing more context on the problem-solving process and outcomes would enhance the depth of his answer.'),(998,282,144,678,214,'What do you understand by the term \'business process,\' and why is it important for a Business Analyst?','20250417_102816','A business process refers to a series of steps or activities that are carried out in a specific sequence to achieve a particular goal or outcome. These processes are crucial for the smooth functioning of any organization as they help in streamlining operations, improving efficiency, and ensuring consistency in delivering products or services. For a Business Analyst, understanding business processes is essential because it allows them to identify areas for improvement, optimize workflows, and ensure that the business objectives align with the operational activities. By analyzing and refining these processes, a Business Analyst can help the organization reduce costs, enhance productivity, and ultimately achieve better results.','7/10','Tanmay\'s response accurately defines a business process and highlights its importance for a Business Analyst. He mentions the sequence of steps to achieve goals and the role of business processes in streamlining operations and improving efficiency. However, the response could be enhanced by explicitly mentioning how a Business Analyst can optimize workflows and align business objectives with operational activities, as noted in the benchmark response. Including examples of cost reduction and productivity enhancement would also strengthen the response.'),(999,282,144,678,214,'Thank you for your time! It was a pleasure speaking with you. We will be in touch regarding the next steps in the hiring process. Make sure to click the End button to exit the interview. ','','Thank you for the opportunity to interview with you. I appreciate the chance to discuss my experiences and how I can contribute to your team. I look forward to hearing from you about the next steps. Have a great day!','8/10','Tanmay\'s response was polite and expressed gratitude for the interview opportunity, aligning well with the benchmark response. However, it could have been slightly more detailed by reiterating specific skills or experiences relevant to the job, which would have demonstrated a stronger connection to the role and company. For example, mentioning excitement about using data engineering skills to contribute to the team could have enhanced the response.'),(1000,283,4,700,227,'Can you please walk me through a project where you used Python for AI development, and explain how you structured your code for scalability?','I don\'t think so.\n','Certainly. In one of my recent projects, I worked on developing an AI-based image classification system using Python and TensorFlow. The project involved training a model to accurately classify images into different categories. To ensure scalability, I structured the code by modularizing it into distinct components: data preprocessing, model architecture, training, and evaluation. Each module was encapsulated in separate Python scripts, allowing for easy maintenance and updates. I used object-oriented principles to define classes for each component, which helped in reusability and scalability. Additionally, I employed version control with Git to manage changes and collaborated with team members to integrate the model into a larger application. This structured approach not only facilitated scalability but also ensured the project could be easily extended with additional features in the future.','0','Gagan\'s response lacks any detail or relevance to the question asked. The question required an explanation of a project involving Python for AI development, focusing on code structure for scalability. Gagan\'s response, \"I don\'t think so,\" does not provide any insight into his experience or understanding of the topic. A better response would have included a description of a relevant project, detailing the use of Python and AI, and explaining the code structure and scalability considerations.'),(1001,283,4,700,227,'Let’s dive into this—can you describe a situation where you used Java in a backend system and how you ensured performance and reliability?','I don\'t want.\n','In my previous role, I worked on a backend system where we used Java to build a microservices architecture for a financial application. One of the key challenges was ensuring the system could handle high transaction volumes efficiently. To address this, I implemented asynchronous processing using Java\'s CompletableFuture, which allowed us to handle multiple requests concurrently without blocking threads. Additionally, I utilized caching mechanisms with tools like Redis to reduce database load and improve response times. For reliability, I incorporated circuit breaker patterns using Hystrix to gracefully handle failures and prevent cascading issues. Regular performance testing and profiling helped us identify bottlenecks and optimize code, ensuring the system remained robust and responsive under load.','0/10','Gagan\'s response lacks any relevant information or detail about using Java in a backend system. The response does not demonstrate any understanding or experience with Java, performance optimization, or reliability measures. A better response would include specific examples of using Java in backend development, such as implementing asynchronous processing or caching mechanisms to enhance performance and reliability.'),(1002,283,4,700,227,'Could you please share how you’ve applied C# in any of your projects, especially in the context of integrating with AI or data processing modules?','20250424_103651','In one of my recent projects, I utilized C# to develop a data processing module that integrated with an AI system for predictive analytics. The project involved handling large datasets and required efficient data manipulation and processing capabilities. I used C# to build a robust backend service that could process incoming data streams, perform necessary transformations, and feed the processed data into a machine learning model for real-time predictions. The integration was seamless due to C#\'s strong support for asynchronous programming and its ability to handle complex data structures efficiently. This approach not only improved the system\'s performance but also enhanced the accuracy of the AI predictions by ensuring that the data fed into the model was clean and well-structured.','0/10','Gagan\'s response \"20250424_103651\" is not relevant to the question asked about applying C# in projects related to AI or data processing. The response lacks any detail or context, failing to demonstrate knowledge or experience in utilizing C# for such purposes. A more suitable response would include specific examples of projects where C# was used for data processing or AI integration, highlighting technical skills and understanding of relevant concepts.'),(1003,283,4,700,227,'Can you walk me through how you’ve followed the Software Development Life Cycle (SDLC) in one of your projects, and how you handled requirement changes mid-cycle?','20250424_103714','In one of my recent projects, I was involved in developing a social media web application using React JS. We followed the Software Development Life Cycle (SDLC) methodology to ensure a structured approach. Initially, we gathered requirements by collaborating closely with stakeholders to understand their needs and expectations. We then moved into the design phase, where we created wireframes and prototypes to visualize the user interface and user experience.\n\nDuring the development phase, I was responsible for implementing the front-end features using React JS, ensuring the code was clean and efficient. We conducted regular code reviews and unit testing to maintain high-quality standards. As we progressed, there were some requirement changes due to evolving business needs. To handle these changes, we held meetings with the stakeholders to reassess priorities and adjust our development plan accordingly. We adopted an agile approach, which allowed us to be flexible and incorporate changes without disrupting the overall project timeline.\n\nThroughout the process, effective communication and collaboration with the team were crucial. We used tools like Git for version control and project management software to track progress and manage tasks. This experience taught me the importance of adaptability and proactive communication in successfully navigating requirement changes during the SDLC.','8/10','Gagan\'s response closely aligns with the benchmark response and demonstrates a solid understanding of the Software Development Life Cycle (SDLC) and handling requirement changes. He effectively describes the phases of SDLC, including requirement gathering, design, and development, and highlights the use of tools like Git for version control. His mention of adopting an agile approach to manage requirement changes shows adaptability and a proactive mindset. However, the response could have included more specific examples or challenges faced during the process to enhance depth.'),(1004,283,4,700,227,'Here’s the situation: You’re tasked with building an AI-based image recognition system using Python. How would you architect the solution, and what design patterns would you apply?','20250424_103737','To architect an AI-based image recognition system using Python, I would start by defining the project requirements and understanding the specific use cases. This involves collaborating with stakeholders to gather detailed requirements and translating them into technical specifications. \n\nNext, I would choose an appropriate machine learning framework, such as TensorFlow or PyTorch, which are well-suited for image recognition tasks. I would then design the system architecture, which includes data collection, preprocessing, model training, and deployment. For data collection, I would ensure we have a diverse and representative dataset, followed by preprocessing steps like resizing, normalization, and augmentation to improve model performance.\n\nFor the model training phase, I would select a suitable neural network architecture, such as a Convolutional Neural Network (CNN), which is effective for image recognition tasks. I would then train the model using the prepared dataset, ensuring to split the data into training, validation, and test sets to evaluate the model\'s performance accurately.\n\nIn terms of design patterns, I would apply the Model-View-Controller (MVC) pattern to separate the data processing, user interface, and control logic, ensuring a modular and maintainable codebase. Additionally, I would use the Repository pattern to manage data access, making it easier to switch between different data sources if needed.\n\nFinally, I would focus on deploying the model using a cloud platform like AWS or Azure, which provides scalability and reliability. I would also implement continuous integration and deployment (CI/CD) pipelines to automate testing and deployment processes, ensuring the system remains robust and up-to-date with the latest improvements. Throughout the project, I would conduct regular code reviews and testing to maintain high-quality standards and address any issues promptly.','8/10','Gagan\'s response effectively outlines the architecture of an AI-based image recognition system using Python. He covers essential aspects such as defining project requirements, selecting appropriate machine learning frameworks like TensorFlow or PyTorch, and designing system architecture involving data collection, preprocessing, model training, and deployment. He also mentions using CNNs for model training and applying MVC and Repository design patterns for modularity and maintainability. Additionally, Gagan discusses deploying the model on cloud platforms and implementing CI/CD pipelines. His response demonstrates a good understanding of the topic, aligning well with the benchmark response.'),(1005,283,4,700,227,'Now imagine the image recognition system starts misclassifying certain categories. How would you debug and improve the model’s accuracy while ensuring minimal downtime?','20250424_103801','To address the issue of misclassification in the image recognition system, I would start by analyzing the model\'s performance metrics to identify specific categories where the misclassification is occurring. This would involve reviewing confusion matrices and other relevant evaluation metrics. Next, I would examine the dataset to ensure it is well-balanced and representative of the categories. If necessary, I would augment the dataset with additional samples to improve diversity.\n\nOnce the dataset is verified, I would look into the model\'s architecture and hyperparameters to see if adjustments are needed. This could involve experimenting with different model architectures or tuning hyperparameters to enhance performance. I would also consider implementing techniques like transfer learning, which can leverage pre-trained models to improve accuracy with less data.\n\nTo ensure minimal downtime, I would set up a parallel testing environment where these changes can be validated without affecting the production system. Once the improvements are confirmed, I would deploy the updated model using a phased rollout or A/B testing to monitor its performance in real-world conditions, ensuring a smooth transition with minimal disruption.','7.5/10','Gagan\'s response demonstrates a solid understanding of addressing misclassification issues in an image recognition system. He effectively outlines steps such as analyzing performance metrics, reviewing confusion matrices, and ensuring dataset balance. He also discusses model architecture adjustments and hyperparameter tuning, which aligns well with the benchmark response. However, Gagan could have expanded on the use of transfer learning and phased rollouts for deployment to showcase deeper knowledge. Overall, his response is relevant and shows good proficiency but could benefit from more depth in certain areas.'),(1006,283,4,700,227,'Moving on, can you please explain how you’ve used JavaScript in your social media web app project, particularly for dynamic UI updates or data handling?','20250424_103822','In my social media web app project, I utilized JavaScript extensively to enhance the user experience through dynamic UI updates and efficient data handling. For dynamic UI updates, I implemented features such as real-time notifications and updates using JavaScript\'s event-driven capabilities. This allowed the interface to refresh automatically without requiring the user to manually reload the page, ensuring a seamless and interactive experience. On the data handling side, I used JavaScript to manage asynchronous requests to the server via AJAX. This enabled smooth data retrieval and submission processes, allowing users to interact with the app without experiencing delays or interruptions. Additionally, I leveraged JavaScript libraries like React to efficiently manage the state of the application, ensuring that UI components were updated in response to changes in data. Overall, JavaScript played a crucial role in making the app responsive and user-friendly.','9/10','Gagan\'s response closely aligns with the benchmark response, demonstrating a strong understanding of JavaScript\'s role in enhancing user experience through dynamic UI updates and efficient data handling. He effectively describes the use of JavaScript\'s event-driven capabilities for real-time notifications and AJAX for asynchronous data handling. Additionally, the mention of leveraging React for state management indicates a solid grasp of modern JavaScript libraries. This response showcases applied experience and depth of knowledge relevant to the job description, particularly in developing responsive and user-friendly applications.'),(1007,283,4,700,227,'Could you tell me about your experience with TensorFlow in your image classification project? What challenges did you face and how did you resolve them?','20250424_103838','In my image classification project using TensorFlow, I focused on building a model to accurately classify images into predefined categories. One of the main challenges I faced was dealing with a limited dataset, which could potentially lead to overfitting. To address this, I implemented data augmentation techniques such as rotation, flipping, and scaling to artificially expand the dataset and improve the model\'s generalization. Another challenge was optimizing the model\'s performance. I experimented with different architectures and hyperparameters, such as learning rates and batch sizes, to find the optimal configuration. Additionally, I utilized TensorFlow\'s built-in tools for monitoring training progress and adjusting strategies as needed. These approaches helped me enhance the model\'s accuracy and robustness, ultimately leading to successful image classification outcomes.','8/10','Gagan\'s response demonstrates a solid understanding of using TensorFlow for image classification, aligning well with the benchmark response. He effectively addressed challenges such as limited datasets by employing data augmentation techniques and optimizing model performance through experimentation with architectures and hyperparameters. His mention of using TensorFlow\'s tools for monitoring and strategy adjustment indicates a practical approach to improving model accuracy and robustness. However, providing more specific examples or results could enhance the depth of his response.'),(1008,283,4,700,227,'Can you please describe how you’ve used AWS or any cloud platform in your projects, especially for deploying or scaling AI models?','20250424_103858','In my recent projects, I\'ve extensively used AWS for deploying and scaling AI models. For instance, I utilized AWS EC2 instances to host machine learning models, which allowed for flexible scaling based on demand. I also leveraged AWS S3 for storing large datasets, ensuring efficient data retrieval during model training and inference. To manage and automate deployments, I used AWS Lambda and AWS Elastic Beanstalk, which streamlined the process and reduced manual intervention. Additionally, I implemented AWS CloudWatch to monitor performance and set up alerts for any anomalies, ensuring the models remained reliable and responsive. This approach not only enhanced the scalability of the models but also improved their overall efficiency and reliability.','8.5/10','Gagan\'s response aligns well with the benchmark, demonstrating a solid understanding of AWS services for deploying and scaling AI models. He mentions using AWS EC2 for hosting, AWS S3 for data storage, and AWS Lambda and Elastic Beanstalk for deployment automation, which are relevant to the job description\'s requirement for cloud platform experience. Additionally, the use of AWS CloudWatch for monitoring indicates a comprehensive approach to maintaining model reliability. The response showcases applied experience, reflecting a good fit for the role.'),(1009,283,4,700,227,'Lastly, could you share how you implemented NLP in your chatbot project and what techniques or libraries you used to improve user interaction?','20250424_103919','In my chatbot project, I implemented NLP to enhance user interaction by using libraries like NLTK and spaCy. These tools helped in processing and understanding user inputs more effectively. I focused on entity recognition and sentiment analysis to tailor responses that felt more personalized and relevant to the users. Additionally, I integrated a dialogue management system to maintain context throughout the conversation, which improved the overall user experience by making interactions more coherent and engaging.','8/10','Gagan\'s response effectively outlines the use of NLP in his chatbot project, mentioning libraries such as NLTK and spaCy, which align with the benchmark response. He highlights entity recognition and sentiment analysis, demonstrating a good understanding of NLP techniques. However, he could improve by elaborating on the dialogue management system and its impact on user interaction, as mentioned in the benchmark response. Providing more detail on how these techniques were implemented would showcase deeper knowledge and experience.'),(1010,283,4,700,227,'Thank you for your time! It was a pleasure speaking with you. We will be in touch regarding the next steps in the hiring process. Make sure to click the End button to exit the interview. ','','Thank you for the opportunity to interview with Adzip Technologies. I appreciate the chance to discuss my experience and how it aligns with the role. I look forward to hearing from you about the next steps. Have a great day!','7/10','Gagan\'s response to the closing statement was polite and expressed gratitude, aligning well with the benchmark response. However, it could have been slightly more detailed by explicitly mentioning how his experience aligns with the role, as seen in the benchmark. This would demonstrate a stronger connection to the job requirements and a deeper understanding of the position.'),(1011,288,4,720,234,'Let’s dive into this—could you explain how you’ve applied object-oriented programming concepts like classes and inheritance in any of your Laravel or Java projects?','I think so, I can, but I will try.\n','Certainly. In my experience working with Laravel and Java, I\'ve applied object-oriented programming concepts extensively. For instance, in one of my projects using Java with Spring Boot, I utilized classes to define objects representing different entities within the application, such as users and products. I also employed inheritance to create a base class for common attributes and methods, which was then extended by more specific classes to add additional functionality. This approach helped in maintaining a clean and organized codebase, making it easier to manage and scale the application.','2','Gagan\'s response lacks depth and specificity. He hesitated and did not provide a detailed explanation of how he applied object-oriented programming concepts in his projects. The benchmark response demonstrates a clear understanding and application of classes and inheritance in Java and Laravel projects, which Gagan\'s response failed to match. To improve, Gagan could have described a specific project where he used classes and inheritance, detailing how these concepts helped in organizing and scaling the application.'),(1012,288,4,720,234,'Can you please describe a situation where you used Git to manage your codebase? How did you handle merge conflicts or version control issues?','20250425_042531','During my time working on the Easy Life Store project, I used Git extensively to manage our codebase. We had a team of developers collaborating on different features, which made version control crucial. I regularly committed my changes and pulled updates from the main branch to stay in sync with the team. There was an instance where I encountered a merge conflict while integrating my feature branch with the main branch. To resolve it, I carefully reviewed the conflicting files to understand the changes made by both myself and my colleagues. I then communicated with the team to ensure I understood the intent behind their changes. After resolving the conflicts by manually editing the code, I tested the application to confirm everything was functioning as expected. This experience taught me the importance of clear communication and attention to detail when working with version control systems like Git.','2/10','Gagan\'s response lacks detail and does not provide any specific information about using Git or handling merge conflicts. The benchmark response demonstrates a clear understanding of Git usage, including committing changes, pulling updates, resolving merge conflicts, and the importance of communication. Gagan could improve by describing a specific project where Git was used, detailing how merge conflicts were handled, and emphasizing the importance of communication in version control.'),(1013,288,4,720,234,'Here’s the situation: You’re debugging a dynamic website and a form submission isn’t working. How would you approach identifying and fixing the issue using browser tools or logs?','20250425_042635','To address a form submission issue on a dynamic website, I would start by using browser developer tools to inspect the console for any JavaScript errors or warnings. This often provides immediate insight into what might be going wrong. Next, I would check the network tab to ensure that the form data is being sent correctly and that the server is responding as expected. If there are any failed requests, I would examine the status codes and response messages for clues. Additionally, I would review the form\'s HTML and JavaScript code to verify that all elements are correctly referenced and that there are no syntax errors. If the issue persists, I would analyze server logs to identify any backend errors or exceptions that might be affecting the form submission. Throughout this process, I would document my findings and collaborate with team members if needed to ensure a comprehensive resolution.','8.5/10','Gagan\'s response closely aligns with the benchmark response, demonstrating a solid understanding of debugging techniques for dynamic websites. He effectively outlines the use of browser developer tools to inspect JavaScript errors and network activity, and he emphasizes checking HTML and JavaScript code for errors. Gagan also mentions analyzing server logs and collaborating with team members, which shows a comprehensive approach to problem-solving. The response showcases applied experience and depth of knowledge relevant to the job description.'),(1014,288,4,720,234,'Let’s say you’re building a Python script to read a CSV file, filter records by a condition, and output the result. How would you structure your code and handle exceptions?','I think I would like to use the CSV file.\n','To build a Python script for reading a CSV file, I would start by importing the necessary libraries, such as `csv` for handling CSV files and `os` for file operations. First, I would open the CSV file using a `with` statement to ensure it closes properly after processing. Then, I would use the `csv.reader` to read the file and iterate over each row. To filter records, I would apply a condition within the loop, checking if each row meets the specified criteria. If a row satisfies the condition, I would store it in a list or directly output it. For handling exceptions, I would use a `try-except` block around the file operations and data processing to catch potential errors, such as file not found or incorrect data format, and provide a meaningful error message to help diagnose the issue.','1/10','Gagan\'s response lacks depth and specificity, failing to address the structure of the Python script or exception handling. The response does not demonstrate knowledge of necessary libraries, file operations, or error handling, which are crucial for the task. To improve, Gagan could have detailed the use of the `csv` library, `with` statement for file handling, and `try-except` blocks for error management, aligning with the benchmark response.'),(1015,288,4,720,234,'Now imagine your script from the previous question crashes when the file is missing or has invalid data. How would you troubleshoot and improve its reliability?','20250425_042919','To troubleshoot and improve the reliability of the script, I would first implement error handling using try-except blocks to catch exceptions like FileNotFoundError or ValueError. This would allow the script to provide a user-friendly message if the file is missing or contains invalid data. Additionally, I would add logging to record errors and any relevant information, which would help in diagnosing issues. To further enhance reliability, I would validate the data before processing it, ensuring it meets the expected format and values. Lastly, I would write unit tests to cover different scenarios, which would help in identifying potential issues early in the development process.','0/10','Gagan\'s response was not relevant as it did not address the question asked. Instead of providing a detailed approach to troubleshooting and improving the script\'s reliability, Gagan\'s response was a timestamp, which does not demonstrate any understanding or knowledge of the topic. A better response would have included implementing error handling with try-except blocks, adding logging, validating data, and writing unit tests to ensure the script\'s reliability.'),(1016,288,4,720,234,'Moving on, can you please share how you’ve used JavaScript to manipulate the DOM in your dynamic website projects? What kind of interactions did you implement?','20250425_042934','In my dynamic website projects, I\'ve used JavaScript extensively to manipulate the DOM to create interactive and responsive user experiences. For instance, I implemented features like dynamic content updates without needing to reload the page, which greatly improved user engagement. I also used JavaScript to create interactive forms that provide real-time validation feedback to users. Additionally, I worked on implementing event listeners to handle user interactions such as clicks and hover effects, which enhanced the overall usability of the websites. These interactions were crucial in ensuring that the websites were not only functional but also intuitive and user-friendly.','8/10','Gagan\'s response effectively demonstrates his understanding and practical application of JavaScript for DOM manipulation in dynamic website projects. He mentions implementing dynamic content updates, interactive forms with real-time validation, and event listeners for user interactions, aligning well with the benchmark response. This showcases his ability to enhance user experience and usability, which is crucial for the role. However, providing specific examples or projects where these techniques were applied could have strengthened his response further.'),(1017,288,4,720,234,'Could you tell me how comfortable you are with ES6+ features like arrow functions or template literals? Have you used them in any of your JavaScript work?','','I am quite comfortable with ES6+ features like arrow functions and template literals. In my projects, I have used arrow functions to write more concise and readable code, especially when dealing with callbacks or array methods like map and filter. Template literals have been very useful for creating strings that include variables or expressions, which makes the code cleaner and easier to manage. These features have definitely enhanced my JavaScript coding experience by improving both the efficiency and clarity of my code.','8/10','Gagan\'s response aligns well with the benchmark response, demonstrating a good understanding of ES6+ features like arrow functions and template literals. He effectively highlights the use of these features to improve code readability and efficiency, which is relevant to the job description\'s requirements for JavaScript proficiency. However, he could have provided specific examples or projects where these features were applied to showcase deeper applied experience.'),(1018,293,4,723,235,'Can you please walk me through how you’ve used Python in any of your academic or internship projects? What specific tasks did you handle?','I didn\'t really handle any tasks, rather I executed them.\n','Certainly, during my academic projects, I primarily used Python for data analysis and automation tasks. In one of my projects, I developed a script to automate data collection and processing, which significantly reduced the time required for manual data entry. Additionally, I utilized Python libraries like NumPy and Pandas to perform data manipulation and analysis, allowing me to derive meaningful insights from large datasets. This experience helped me enhance my problem-solving skills and understand the practical applications of Python in real-world scenarios.','2/10','Gagan\'s response lacks depth and specificity. Instead of detailing his experience with Python, he merely states that he executed tasks without elaborating on the nature of those tasks or the skills he applied. The benchmark response provides a clear example of how Python was used for data analysis and automation, highlighting specific libraries and tasks. Gagan could improve by describing a project where he used Python, mentioning any libraries or techniques he employed, and explaining the outcomes or skills gained from the experience.'),(1019,293,4,723,235,'Let’s dive into this—could you explain how you’ve applied JavaScript in your front-end internship? What kind of DOM manipulations did you perform?','20250425_060859','During my front-end web development internship at Wesign Technologies, I had the opportunity to apply JavaScript extensively. I utilized JavaScript to enhance the interactivity of web pages by manipulating the Document Object Model (DOM). For instance, I worked on a project where I needed to dynamically update content based on user interactions. This involved tasks like adding event listeners to buttons and form elements, which allowed me to modify the DOM elements in real-time. I also used JavaScript to create dynamic navigation menus and implement features such as modal pop-ups and image sliders, which required manipulating DOM nodes and attributes. Through these experiences, I gained a solid understanding of how JavaScript can be used to create responsive and engaging user interfaces.','0/10','Gagan\'s response is not relevant to the question asked. The response \"20250425_060859\" does not provide any insight into how JavaScript was applied during the internship or any details about DOM manipulations. A more appropriate response would have included specific examples of using JavaScript to enhance web page interactivity, such as adding event listeners or creating dynamic elements, similar to the benchmark response.'),(1020,293,4,723,235,'Can you please describe how you’ve used object-oriented programming in Python or Java? Could you give an example of a class you created and its purpose?','','During my time working with Python, I have applied object-oriented programming principles to create structured and efficient code. One example is when I developed a class for a simple inventory management system. I created a class named \"Product\" that encapsulated attributes such as product ID, name, price, and quantity. This class also included methods to update the quantity, calculate the total value of the inventory, and display product details. By using object-oriented programming, I was able to organize the code in a way that made it reusable and easy to maintain, which was crucial for managing the inventory effectively. This approach not only enhanced the functionality of the system but also improved my understanding of OOP concepts like encapsulation and abstraction.','8/10','Gagan\'s response effectively demonstrates the application of object-oriented programming principles in Python. He provides a clear example of creating a \"Product\" class for an inventory management system, detailing attributes and methods that align with OOP concepts such as encapsulation and abstraction. His explanation indicates a solid understanding of structuring code for reusability and maintainability, which is crucial for software development roles. However, to enhance his response, Gagan could have included more technical details or challenges faced during implementation to showcase deeper expertise.'),(1021,297,4,726,235,'Can you please walk me through how you’ve used Python in any of your recent learning or practice projects? What libraries or tools did you explore?','Let me use Python, but I can\'t explain its confidentiality.\n','Certainly. In my recent learning projects, I\'ve used Python extensively to develop small applications and automate tasks. I explored libraries like NumPy and Pandas for data manipulation and analysis, which helped me handle large datasets efficiently. Additionally, I worked with Matplotlib for data visualization to create insightful charts and graphs. These tools have been instrumental in enhancing my understanding of data processing and presentation.','1/10','Gagan\'s response lacks depth and specificity. He mentions using Python but does not provide any details about the projects, libraries, or tools he explored, citing confidentiality. This response does not demonstrate his knowledge or experience with Python, which is crucial for the role. A better response would include specific examples of projects or tasks, along with the libraries and tools used, similar to the benchmark response.'),(1022,297,4,726,235,'Let’s dive into this—can you explain how you’ve applied object-oriented programming concepts like classes and inheritance in Python during your learning or practice?','This practice is very necessary and inheritance in Python during learning of practice can be explained. I can explain how I have applied object-oriented programming concepts.\n','During my learning and practice with Python, I\'ve applied object-oriented programming concepts like classes and inheritance in various ways. For instance, I created a simple project to manage a library system where I used classes to represent different entities such as Books and Members. Inheritance came into play when I extended a base class called \'Person\' to create more specific classes like \'Librarian\' and \'Member\', each with their own attributes and methods. This approach helped me understand how to organize code efficiently and reuse components, making the system more scalable and easier to maintain.','2/10','Gagan\'s response lacks specificity and depth in explaining the application of object-oriented programming concepts in Python. While he acknowledges the importance of these concepts, he does not provide any concrete examples or details about how he has applied them in practice. To improve, Gagan could have described a specific project or scenario where he utilized classes and inheritance, similar to the benchmark response, which would demonstrate his understanding and practical application of these concepts.'),(1023,297,4,726,235,'Moving on, could you describe a small project or task where you used JavaScript to manipulate the DOM or handle user interactions? What challenges did you face?','DOM manipulation is very important because DOM in JavaScript is a very good tool.\n','In a recent project, I worked on a small web application where I used JavaScript to enhance user interactions by manipulating the DOM. The task involved creating a dynamic form that responded to user inputs in real-time. For instance, as users filled out certain fields, additional related fields would appear, providing a more intuitive and streamlined experience. One of the challenges I faced was ensuring that the DOM updates were efficient and didn\'t cause any lag, especially on slower devices. To address this, I optimized the JavaScript code by minimizing reflows and repaints, and I used event delegation to manage event listeners more effectively. This experience taught me a lot about performance optimization and the importance of writing clean, efficient code.','1/10','Gagan\'s response lacks depth and specificity. He only mentions the importance of DOM manipulation without providing any concrete examples or discussing challenges faced. The benchmark response details a specific project, challenges encountered, and solutions implemented, showcasing a deeper understanding of JavaScript and DOM manipulation. Gagan could improve by describing a specific project where he used JavaScript for DOM manipulation, detailing the challenges faced, and explaining how he overcame them.'),(1024,297,4,726,235,'Can you please tell me how you’ve practiced or implemented JavaScript ES6+ features like arrow functions or template literals in any of your exercises or mock projects?','Project should be done at a large scale. Bottle. I have a water bottle.\n','In my recent projects, I\'ve actively used JavaScript ES6+ features to enhance code readability and efficiency. For instance, I\'ve implemented arrow functions to simplify function expressions, making the code more concise and easier to understand. Additionally, I\'ve utilized template literals to construct strings dynamically, which has been particularly useful for embedding variables and expressions directly within strings without the need for cumbersome concatenation. These features have significantly improved the maintainability and clarity of the code in the projects I\'ve worked on.','0/10','Gagan\'s response lacks relevance and depth concerning the question about JavaScript ES6+ features. The answer does not address the use of arrow functions or template literals, nor does it provide any context or examples of implementation. The response is incoherent and does not demonstrate any knowledge or experience with the topic. A more appropriate response would have included specific examples of using these features in projects, similar to the benchmark response provided.'),(1025,297,4,726,235,'Here’s the situation: Imagine you\'re asked to build a Python script that reads a CSV file, filters out rows based on a condition, and writes the result to a new file. How would you approach this task?','I cannot afford to start because I will be testing in production.\n','To approach this task, I would start by importing the necessary Python libraries, such as csv for handling CSV files. First, I would open the CSV file using Python\'s built-in open function and read its contents using the csv.reader. Then, I would iterate over each row, applying the specified condition to filter out the rows that do not meet the criteria. Once the filtering is complete, I would open a new CSV file in write mode and use csv.writer to write the filtered rows to this new file. Throughout this process, I would ensure proper error handling to manage any exceptions that might occur, such as file not found errors or issues with file permissions. Additionally, I would include comments in the code for clarity and maintainability.','0/10','Gagan\'s response lacks depth and relevance to the question asked. Instead of providing a detailed approach to building a Python script for handling CSV files, Gagan\'s answer is vague and does not demonstrate any understanding of the task. The response does not align with the benchmark response, which outlines a clear and structured approach to the problem, including the use of Python libraries, error handling, and code documentation. Gagan could have improved by explaining the steps involved in reading, filtering, and writing CSV files using Python.'),(1026,297,4,726,235,'Let’s say your Python script from the previous question fails when the input file is missing or corrupted. How would you handle such exceptions gracefully in your code?','Rates from handling exceptions is very good. Python script from the previous question fails. So, it should not be missing or corrupted.\n','To handle exceptions gracefully when the input file is missing or corrupted, I would use Python\'s try-except block. First, I would attempt to open and read the file within a try block. If the file is missing, a FileNotFoundError would be raised, and I would catch this in an except block, providing a user-friendly message indicating the file is not found and suggesting checking the file path. For a corrupted file, I would catch a more general exception, such as IOError, and inform the user that the file might be corrupted or unreadable. Additionally, I would log these errors for further analysis and ensure the script can continue running or exit gracefully without crashing. This approach helps in maintaining the robustness and user-friendliness of the application.','1/10','Gagan\'s response lacks depth and does not address the question directly. The response is vague and does not demonstrate an understanding of exception handling in Python. The benchmark response provides a clear and detailed explanation of using try-except blocks to handle file-related exceptions gracefully, which Gagan\'s response fails to do. To improve, Gagan could have explained the use of try-except blocks, specific exceptions like FileNotFoundError and IOError, and the importance of logging errors for further analysis.'),(1027,297,4,726,235,'Now shifting gears—can you share how you’ve used HTML or HTML5 elements to structure a simple webpage? What tags did you find most useful and why?','I didn\'t find any tag useful. The only tag useful was Marquee because the text floated around on the screen.\n','In my experience with HTML and HTML5, I\'ve used various elements to structure a simple webpage effectively. The most useful tags for me have been the semantic tags like <header>, <nav>, <main>, <section>, <article>, and <footer>. These tags help in organizing the content in a meaningful way, making it easier for both developers and browsers to understand the structure of the webpage. For instance, the <header> tag is great for containing introductory content or navigational links, while the <footer> tag is perfect for footer information like contact details or copyright notices. Using these semantic tags not only improves the accessibility of the webpage but also enhances SEO, as search engines can better interpret the content.','1/10','Gagan\'s response lacks depth and relevance to the question about HTML/HTML5 elements. Mentioning only the <marquee> tag, which is outdated and not recommended for use, shows a lack of understanding of modern HTML practices. The benchmark response highlights the importance of semantic tags like <header>, <nav>, and <footer> for structuring webpages effectively, which Gagan failed to mention. A better response would have included the use of semantic tags to enhance webpage structure and accessibility.'),(1028,297,4,726,235,'Could you please explain how you’ve used JavaScript to dynamically update HTML content using DOM manipulation? Any example you can recall from your practice?','I can\'t recall. I am not interested.\n','In my experience, I\'ve used JavaScript to dynamically update HTML content by manipulating the DOM. For instance, I worked on a project where we needed to create a dynamic user interface that responded to user interactions. I used JavaScript to listen for events like button clicks and then updated the content of specific HTML elements accordingly. One example was a form where users could add multiple entries. When a user clicked the \"Add\" button, a new input field would appear on the page. This was achieved by creating new DOM elements using JavaScript and appending them to the existing HTML structure. This approach allowed us to provide a seamless and interactive experience for users.','0/10','Gagan\'s response lacks any detail or demonstration of knowledge regarding JavaScript and DOM manipulation. He simply states that he cannot recall and is not interested, which does not align with the job description that requires proficiency in JavaScript and DOM manipulation. A better response would have included examples of using JavaScript to update HTML content dynamically, such as adding event listeners and manipulating the DOM to enhance user interaction.'),(1029,297,4,726,235,'Can you tell me how you’ve explored ES6+ JavaScript features like destructuring or spread operators in your learning? How do they help in writing cleaner code?','ವರದನರನಿಲಲನ ಭರರಿರಿಯನ ಮಾಪರಿಗಿ ಪಾರನಾಲಗಾ ಮಾಪರಿಗಿ ಚಂದಗಾಕಿ ಪಾರನಗಾಕಿ.\n','In my learning journey with JavaScript, I\'ve explored ES6+ features like destructuring and spread operators, which have significantly improved the way I write code. Destructuring allows me to unpack values from arrays or properties from objects into distinct variables, making the code more readable and concise. For instance, instead of accessing object properties individually, I can extract them in a single line, which simplifies the code and reduces errors. The spread operator, on the other hand, is incredibly useful for copying arrays or objects and merging them. It helps in writing cleaner code by avoiding the need for manual loops or methods like concat. These features not only enhance code readability but also make it more efficient and easier to maintain.','0/10','Gagan\'s response to the question about ES6+ JavaScript features was not relevant or understandable, as it was not in English and did not address the question\'s requirements. The benchmark response provided a detailed explanation of how destructuring and spread operators improve code readability and efficiency. Gagan should have discussed specific features and their benefits, similar to the benchmark response, to demonstrate understanding and relevance to the job description.'),(1030,297,4,726,235,'Lastly, can you describe a basic data structure like an array or dictionary you’ve used in Python or JavaScript and how you manipulated it to solve a problem?','No thanks.\n','In my experience, I\'ve frequently used arrays in JavaScript to manage collections of data. For instance, while working on a project that involved managing a list of user inputs, I utilized arrays to store and manipulate the data efficiently. I used various array methods like `push()` to add new elements, `splice()` to remove elements, and `map()` to transform the data as needed. This approach allowed me to dynamically update the list based on user interactions, ensuring that the application remained responsive and user-friendly. Additionally, I leveraged the `filter()` method to create a subset of the array based on specific criteria, which was particularly useful for implementing search functionality within the application.','0/10','Gagan\'s response to the question about describing a basic data structure like an array or dictionary used in Python or JavaScript was inadequate. A simple \"No thanks\" does not demonstrate any understanding or experience with data structures, which is crucial for the role of a Software Developer/Engineer. A better response would have included specific examples of using arrays or dictionaries, detailing methods and operations performed to solve a problem, similar to the benchmark response provided.'),(1031,297,4,726,235,'Thank you for your time! It was a pleasure speaking with you. We will be in touch regarding the next steps in the hiring process. Make sure to click the End button to exit the interview. ','','Thank you for the opportunity to interview with Adzip Technologies. I appreciate the chance to discuss my background and how it aligns with the role. I look forward to hearing from you about the next steps. Have a great day!','0/10','Gagan\'s response to the closing statement of the interview was non-existent, as there was no transcript provided. In comparison to the benchmark response, which demonstrates gratitude and eagerness for the opportunity, Gagan\'s lack of response indicates a missed opportunity to leave a positive impression. A better response would have been to express appreciation for the interview opportunity and enthusiasm for the role, similar to the benchmark response.'),(1032,299,4,728,235,'Can you please walk me through how you’ve used Python in any of your academic or personal projects? What challenges did you face?','Yes, I face normal challenges that any human being face.\n','Certainly. During my academic projects, I primarily worked with PHP and JavaScript, but I have also explored Python for personal projects. One project involved using Python for data analysis, where I utilized libraries like NumPy and Pandas to handle and analyze datasets. A challenge I encountered was optimizing the performance of my code when dealing with large datasets. To overcome this, I focused on writing more efficient code and leveraging the built-in functions of these libraries, which significantly improved processing speed. This experience enhanced my problem-solving skills and deepened my understanding of Python\'s capabilities.','1/10','Gagan\'s response lacks specificity and depth regarding the use of Python in projects. He only mentions facing \"normal challenges\" without detailing any specific project, tools, or solutions, which does not demonstrate his knowledge or experience with Python. To improve, Gagan could have described a specific project, the role of Python in it, challenges faced, and how he addressed them, similar to the benchmark response which showcases problem-solving and technical skills.'),(1033,299,4,728,235,'Can you share how you’ve applied JavaScript in your projects, especially in handling user interactions or dynamic content updates?','yes I can share that but I don\'t want to\n','In my projects, I\'ve used JavaScript extensively to enhance user interactions and manage dynamic content updates. For instance, in the Excel Clone project, I implemented JavaScript to handle various user interactions such as editing cells, performing calculations, and updating the display dynamically as users input data. I utilized event listeners to capture user actions and manipulate the DOM to reflect changes immediately. Additionally, I employed AJAX in combination with JavaScript to fetch and update data asynchronously, ensuring a seamless user experience without needing to reload the page. This approach helped in maintaining a responsive and interactive interface, which was crucial for the project\'s functionality.','1/10','Gagan\'s response lacks depth and detail. While he acknowledges the ability to share his experience with JavaScript, he declines to provide specifics. This does not demonstrate his knowledge or experience in applying JavaScript for handling user interactions or dynamic content updates. A more effective response would have included examples from his projects, such as using JavaScript for DOM manipulation or AJAX for asynchronous data fetching, similar to the benchmark response.'),(1034,299,4,728,235,'Let’s dive into this—can you explain the difference between a class and an object in Python? How have you used them in any project?','I am really not sure how to tell the answer.\n','Let me clarify this. In Python, a class is essentially a blueprint for creating objects. It defines a set of attributes and methods that the created objects will have. An object, on the other hand, is an instance of a class. To put it another way, if you think of a class as a blueprint for a house, then an object would be an actual house built from that blueprint. In one of my projects, I used classes to define different types of users in a system, each with specific attributes like name and email, and methods to update their information. This allowed me to create multiple user objects, each representing a different user, while maintaining a consistent structure and functionality across all users.','1/10','Gagan\'s response to the question about the difference between a class and an object in Python was inadequate. He expressed uncertainty and did not provide any explanation or example of how he used these concepts in a project. The benchmark response provided a clear and detailed explanation, including an analogy and a practical application in a project. Gagan could have improved his response by explaining the basic concepts of classes and objects and providing an example from his projects, such as using classes to manage user data.'),(1035,299,4,728,235,'Can you please describe a situation where you used object-oriented programming principles like inheritance or encapsulation in a real or academic project?','Ага. Хорошо, хорошо.\n','In one of my academic projects, I worked on a library management system where I applied object-oriented programming principles, specifically inheritance and encapsulation. I created a base class called \"LibraryItem\" that included common attributes like title, author, and publication year. Then, I derived subclasses such as \"Book\" and \"Magazine\" from the base class, each with additional specific attributes. This use of inheritance helped in reusing code and maintaining a clean structure. Encapsulation was implemented by keeping the attributes private and providing public methods to access and modify them, ensuring data integrity and security. This approach not only streamlined the development process but also made the system more scalable and easy to maintain.','0/10','Gagan\'s response lacks any relevant information or demonstration of understanding regarding object-oriented programming principles like inheritance or encapsulation. The response is non-informative and does not provide any context or example of using these principles in a project. An ideal response would have included a specific example of a project where these principles were applied, similar to the benchmark response. This would demonstrate Gagan\'s understanding and practical application of these concepts.'),(1036,299,4,728,235,'Here’s the situation: Imagine you’re building a small inventory system in Python. How would you structure your code using OOP principles to manage products and categories?','','To structure a small inventory system in Python using object-oriented programming principles, I would start by defining classes for the main entities involved, such as `Product` and `Category`. Each class would encapsulate the relevant attributes and behaviors.\n\nFor the `Product` class, I would include attributes like `product_id`, `name`, `price`, and `quantity`. Methods in this class could include functionalities to update the quantity or adjust the price.\n\nThe `Category` class would have attributes like `category_id` and `category_name`, and it would maintain a collection of `Product` objects. This class could have methods to add or remove products from the category.\n\nTo establish a relationship between products and categories, I would use inheritance if there are shared attributes or behaviors among different types of products. Encapsulation would be used to ensure that the internal state of objects is only modified through well-defined methods, promoting data integrity.\n\nAdditionally, I would implement methods to display inventory details, search for products, and generate reports. This modular approach not only makes the code more organized and maintainable but also allows for easy expansion of the system in the future.','8/10','Gagan\'s response to structuring a small inventory system in Python using OOP principles is comprehensive and aligns well with the benchmark response. He correctly identifies the main entities (`Product` and `Category`) and discusses encapsulation and methods for managing attributes. He also mentions using inheritance and encapsulation to maintain data integrity, which demonstrates a good understanding of OOP principles. His response covers the necessary aspects of code organization and scalability, showing a solid grasp of the topic.'),(1094,300,210,738,236,'Hello Vishal! I\'m Avi, one of the world’s first autonomous AI bot interviewers. I\'m thrilled to discuss a potential opportunity with Innovatiview today. Please bear with me if there\'s a slight lag in our conversation; I\'m still evolving and will improve over time. How is your day going so far?','It has been good and how about yours?\n','Thank you for asking! My day is going well, and I\'m excited to be here for this interview. How are you doing today?','6/10','Vishal\'s response was polite and engaging, showing a positive demeanor, which is a good start for an interview. However, it lacked the initiative to express excitement or interest in the opportunity, which could have been demonstrated by mentioning enthusiasm for the interview or the company. A more fitting response could have included a brief statement about looking forward to the discussion or expressing interest in Innovatiview.'),(1095,300,210,738,236,'That\'s great to hear! Though as an AI bot, I do not have feelings like humans, but I think I am also doing fine. Thanks for asking. We have an interview scheduled now. Hope this is a good time to talk?','ya, this is good time to talk','Yes, this is a perfect time for me to talk. I\'m looking forward to our conversation.','5/10','Vishal\'s response, it is fine for this.\" This response is brief and acknowledges the question but lacks the enthusiasm and engagement present in the benchmark response. For better alignment, Vishal could have expressed eagerness or readiness for the interview, similar to the benchmark response. This would demonstrate better communication skills, which are important for the role.'),(1096,300,210,738,236,'Sorry, I did not understand. Can we please stay relevant to our discussion?','Yeah, that\'s great and through the interview, thanks for asking me the questions and yes this is a very good time to talk to me.\n','I apologize for any confusion earlier. Yes, I\'m ready to stay focused on our discussion and answer any questions you have regarding my experience and skills.','2/10','Vishal\'s response lacks clarity and relevance to the question asked. While he acknowledges the interview and expresses readiness, his response is not directly aligned with the request to stay relevant to the discussion. The benchmark response clearly addresses the need to focus on the discussion about experience and skills, which Vishal\'s response fails to do. A more appropriate response would have been a direct acknowledgment of the need to stay on topic and a commitment to answering questions about his experience and skills.'),(1097,300,210,738,236,'That sounds great! Let me start with an introduction about the role. At Innovatiview, we are looking for a detail-oriented MIS Analyst to manage data and generate reports using Google Sheets. This role involves preparing and updating MIS reports, analyzing data trends, and supporting decision-making across departments. Your experience with advanced Excel and data handling aligns well with our requirements. Are you comfortable with these responsibilities and the skills needed for this position?','Response not clear','Thank you for the introduction to the role. I am indeed comfortable with the responsibilities and skills required for the position of MIS Analyst at Innovatiview. With my experience in advanced Excel, including over 250 formulas and tools like Power Pivot and Power Query, I am well-equipped to manage and generate detailed reports. Additionally, my background in data handling and analysis using tools like Microsoft SQL Server and Power BI aligns well with the job requirements. I am confident in my ability to analyze data trends and support decision-making processes across departments. My goal is to contribute effectively to your team by ensuring data accuracy and providing valuable insights for strategic decisions.','0/10','Vishal\'s response lacks coherence and clarity, making it difficult to assess his fit for the role. The response does not directly address the question or demonstrate his comfort with the responsibilities and skills required for the position. Unlike the benchmark response, which clearly outlines relevant experience and skills, Vishal\'s response is fragmented and lacks depth. To improve, Vishal could have clearly stated his familiarity with advanced Excel, data handling, and reporting tools, and expressed confidence in supporting decision-making processes.'),(1098,300,210,738,236,'Sorry, I did not understand. Can we please stay relevant to our discussion? Let\'s focus on your comfort with the role and responsibilities of an MIS Analyst as outlined. Are you comfortable with the responsibilities and skills required for this position?','Yes, I am very comfortable with the responsibilities and skills required for this position.\n','Absolutely, I am comfortable with the responsibilities and skills required for the MIS Analyst position. My experience with advanced Excel, including over 250 formulas and tools like Power Pivot and Power Query, aligns well with the data management and reporting tasks. Additionally, my background in SQL Server and Power BI equips me to handle complex data sets and create insightful reports. I am confident in my ability to contribute effectively to your team by supporting data-driven decision-making and ensuring data accuracy and integrity.','3/10','Vishal\'s response lacks depth and detail compared to the benchmark response. While he confirms his comfort with the responsibilities, he does not elaborate on his skills or experience with tools like Excel, SQL Server, or Power BI, which are crucial for the role. A more detailed response highlighting specific skills and experiences would better demonstrate his fit for the position. For example, he could have mentioned his proficiency with advanced Excel and SQL Server, as outlined in his resume, to showcase his capability.'),(1099,300,210,738,236,'Can you briefly introduce yourself and share a bit about your professional experience? Additionally, it would be great to know what is not already in your CV or LinkedIn profile.','Response not clear','I am an experienced professional with a background in data analysis and management. I have spent the past year working with Aastha Technologies in Delhi, where I honed my skills in advanced Excel, SQL Server, and Power BI. My technical expertise includes a deep understanding of over 250 Excel formulas, complex query formation in SQL, and creating interactive dashboards in Power BI. I hold an MBA in IT from Amity University, Noida, and a B.Com. from C.C.S. University. Beyond my resume, I am passionate about learning new technologies and enjoy playing volleyball in my free time. I am eager to bring my analytical skills and enthusiasm for data-driven decision-making to a role as an MIS Analyst.','0/10','Vishal\'s response was unintelligible and did not provide any meaningful information about his professional experience or personal interests beyond what is already in his CV or LinkedIn profile. This lack of coherence and relevance makes it impossible to assess his fit for the MIS Analyst position. A better response would have included a clear introduction, a summary of his professional experience, and additional insights not found in his CV, such as specific projects or personal interests related to the role.'),(1100,300,210,738,236,'Sorry, I did not understand, can we please stay relevant to our discussion? Could you briefly introduce yourself and share a bit about your professional experience? Additionally, it would be great to know what is not already in your CV or LinkedIn profile.','Response not clear','My name is Vishal Raghav, and I have a professional background in data management and analysis. I hold an MBA in IT from Amity University, Noida, and a B.Com from C.C.S. University. I have one year of experience working with Aastha Technologies in Delhi, where I honed my skills in advanced Excel, SQL Server, and Power BI. I am proficient in using over 250 Excel formulas, including advanced tools like Power Pivot and Power Query. I also have experience with VBA for automating data processes. Beyond what\'s on my resume, I am passionate about learning new technologies and enjoy playing volleyball in my free time. I am enthusiastic about sharing ideas and meeting new people, which helps me stay engaged and innovative in my work.','0/10','Vishal\'s response was largely incoherent and did not address the question effectively. The response lacked clarity and failed to provide a structured introduction or any relevant professional experience. It did not align with the benchmark response, which clearly outlined educational background, work experience, and additional interests. To improve, Vishal could have clearly stated his name, educational qualifications, work experience, and additional interests or skills not mentioned in his CV, similar to the benchmark response.'),(1101,300,210,738,236,'Let\'s explore this further. Could you please walk me through how you have used Google Sheets to automate reporting tasks in your previous role?','I can explore the further to use GoogleSheets. By starting by creating a new spreadsheet through Google Drive, or by typing sheets new in your browser. Enter data in cells, And, using the format option on the toolbar, or in the Format tab, you can also import data from other spreadsheets, and on other spreadsheets, from other spreadsheets or files. Collaborate with others by sharing the spreadsheet and setting permissions. Finally, you can save the spreadsheet as a CSV file when you are ready. And, in this spreadsheet, there are many options, similarly to Excel. In Excel, there are those all the options are there, in which text, bottom color, hiding color, pivot table, and all the cells, similarly, in this way, similar to Excel.\n','In my previous role, I extensively used Google Sheets to automate reporting tasks. I started by setting up spreadsheets to organize and input data efficiently. To automate reports, I utilized various formulas and functions, such as VLOOKUP and pivot tables, to dynamically analyze and summarize data. I also employed Google Apps Script to create custom scripts that automated repetitive tasks, such as data entry and report generation. This allowed me to streamline processes and reduce manual effort. Additionally, I collaborated with team members by sharing these sheets and setting appropriate permissions to ensure data integrity and security. This approach not only improved the accuracy of our reports but also significantly saved time, enabling the team to focus on more strategic tasks.','3/10','Vishal\'s response lacks depth and specificity in explaining how he used Google Sheets to automate reporting tasks. He mentions basic operations like creating spreadsheets, entering data, and sharing files, but doesn\'t delve into using advanced features like formulas, pivot tables, or Google Apps Script for automation. The response is more about general usage rather than automation specifics. To improve, Vishal could have detailed specific functions or scripts he used to automate tasks, similar to the benchmark response, which highlights using VLOOKUP, pivot tables, and Google Apps Script for automation.'),(1102,300,210,738,236,'To clarify, could you explain how you have handled large datasets in Google Sheets without performance issues?','Yes, I have all the all the large data sets I handled in Google Sheets, which is started from build all operations into a data set worksheet and including joints and aggregations filters and sorts, advanced sorting and advanced filtering. Make sure to limit the data set to only columns and need it. The third point is make sure the filter down the data set to only rows needed. My fourth point, but not least point is turn on materialization. See docs example Sigma materialization and set a refresh schedule. In sheets, open a spreadsheet and click edit button next to find enter the text or numbers that you want to find next to replace with the enter the new data. Next to search choose the sheets that you want to search optional to refine your search select additional option.\n','Handling large datasets in Google Sheets can be challenging due to its limitations compared to more robust data management tools. However, I have developed strategies to manage this effectively. First, I ensure that the dataset is as lean as possible by including only the necessary columns and rows. This helps in reducing the load and improving performance. I also utilize Google Sheets\' built-in functions like QUERY, FILTER, and ARRAYFORMULA to process data efficiently without duplicating efforts. Additionally, I leverage pivot tables for summarizing data, which allows me to analyze large datasets without compromising speed. For more complex operations, I use Google Apps Script to automate tasks and reduce manual processing time. By setting up these scripts, I can automate repetitive tasks and ensure data is processed quickly. Finally, I regularly check and optimize formulas to ensure they are not unnecessarily complex, which can slow down performance. These practices help me manage large datasets effectively in Google Sheets.','3/10','Vishal\'s response demonstrates a basic understanding of handling large datasets in Google Sheets, mentioning operations like filtering and sorting. However, it lacks depth and clarity compared to the benchmark response. The explanation is somewhat disorganized and does not clearly articulate strategies for optimizing performance, such as using specific functions or automation scripts. To improve, Vishal could have detailed the use of specific Google Sheets functions, automation through Apps Script, and optimization techniques to manage large datasets efficiently.'),(1103,300,210,738,236,'Let\'s explore this further. Can you please share an example where you analyzed raw data to generate actionable insights for business decisions?','Response not clear','In my previous role, I was tasked with analyzing sales data to improve our marketing strategies. We had a large dataset containing customer purchase histories, demographics, and engagement metrics. I started by cleaning the data to ensure accuracy, removing duplicates, and filling in missing values. Then, I used Google Sheets to create pivot tables and charts to identify trends and patterns. One key insight was that a significant portion of our sales came from repeat customers who engaged with our email campaigns. Based on this, I recommended increasing our investment in email marketing and personalizing content to enhance customer retention. This strategy led to a 15% increase in repeat purchases over the next quarter, demonstrating the value of data-driven decision-making.','0/10','Vishal\'s response was not in a recognizable language or format, making it impossible to assess its relevance or depth against the benchmark response. The benchmark response provided a clear example of data analysis leading to actionable business insights, including data cleaning, trend identification, and strategic recommendations. To improve, Vishal could have described a specific project where he analyzed data, the tools and methods used, and the business impact of his insights.'),(1104,300,210,738,236,'Sorry, I did not understand, can we please stay relevant to our discussion?','There are two examples of actionable data insight. This product performance dashboard helps monitor stock labels, identify best selling items and understand why products are being returned. Business insights lead to actionable results as the business can use them to adjust inventory, optimize product offerings and reduce returns. Another example is a business can use actionable insights to identify areas where it should improve performance. For example, data analysis may reveal that a company\'s customer service is poor, that its products don\'t meet customer needs, or that its marketing efforts are being ineffective. In both examples, I handled the previous role.\n','I apologize for any confusion earlier. Let me clarify. In my previous role, I worked extensively with data to generate actionable insights. For instance, I developed a product performance dashboard using advanced Excel tools, which helped track stock levels, identify top-selling items, and analyze return reasons. This allowed the business to make informed decisions about inventory management and product offerings. Additionally, I used data analysis to pinpoint areas for improvement, such as enhancing customer service or refining marketing strategies. These insights were crucial in driving operational improvements and strategic planning.','4/10','Vishal\'s response provides examples of actionable data insights but lacks specific details about his role and the tools or methods used. While he mentions handling similar tasks in a previous role, the response does not demonstrate the depth of knowledge or specific contributions expected for the role. The benchmark response provides a clearer picture of the candidate\'s involvement, tools used, and the impact of their work. Vishal could improve by detailing his direct contributions, tools used, and the outcomes of his actions.'),(1105,300,210,738,236,'Moving on, could you describe a dashboard you built for MIS reporting and how you ensured it stayed updated automatically?','Yes, I can describe a dashboard that I have built for MIS reporting in which I run the software which name is Power BI, Power BI is a software in which we are visualization charts and making all the data or filters and Power BI dashboard is a single page canvas that uses visualizations like charts and graphs to present a high level overview of data of tantalizing our story through these visuals. It\'s designed to be concise interactive view of Q-metrics and performance in dictators allowing users to monitor the current state of the data class in which single page canvas visualization interactive high level overview story telling binding from the reports focus on highlights not available on Power BI desktop these dashboards are feature of the Power BI service and cannot be created directly Power BI desktop all these items and this Power BI options can be linked can be linked on Excel and SQL also.\n','Let me clarify this. In my previous role, I developed a dashboard for MIS reporting using Power BI. The dashboard was designed to provide a comprehensive overview of key metrics and performance indicators through interactive visualizations like charts and graphs. To ensure it stayed updated automatically, I connected it to live data sources such as Excel and SQL databases. This setup allowed the dashboard to refresh in real-time, reflecting the most current data without manual intervention. Additionally, I implemented scheduled refreshes and used Power BI\'s data gateway to maintain data integrity and ensure seamless updates. This approach helped stakeholders make informed decisions based on the latest insights.','4/10','Vishal\'s response provides a basic description of using Power BI for MIS reporting, mentioning the use of visualizations and linking with Excel and SQL. However, it lacks depth in explaining how the dashboard stays updated automatically. The response does not mention crucial elements like connecting to live data sources, implementing scheduled refreshes, or using Power BI\'s data gateway, which are essential for maintaining real-time updates and data integrity. A more detailed explanation of these aspects would demonstrate a deeper understanding and practical experience with Power BI.'),(1106,300,210,738,236,'Let\'s explore this: when you need to visualize exam security data trends for management, how would you design the charts and why? Consider your experience with tools like Power BI and Excel in your response.','To effectively visualize exam, security data trends for management, align charts showing the frequency of different security incidents, for example, cheating, plagiarism, overtime is a good starting point. This allows for quick identification of rising or failing trends and potentially correlates them with specific exam periods or changes in security protocols in which additionally you can combine this line charts with bar charts representing the total number of incidents or the cost of security measures to provide context and further details. Here\'s a breakdown of the design consideration and why they are beneficial. My first point is charts type, there are line charts for trend. Line charts are ideal for illustrating changes in data over time. They clearly show the direction and magnitude of trends making it easy to spot patterns and identify potential issues early on. How to use different colors for different types of security incidents, for example, you might use red for cheating, green for successful students and blue for already have done exams.\n','When visualizing exam security data trends for management, I would start by using line charts to track the frequency of different security incidents over time, such as cheating, plagiarism, and unauthorized access. Line charts are effective for displaying trends and patterns, making it easier to identify any spikes or declines in incidents, which can be correlated with specific exam periods or changes in security protocols. To provide a comprehensive view, I would complement these line charts with bar charts that represent the total number of incidents or the costs associated with security measures. This combination offers both trend analysis and contextual insights. Additionally, I would use distinct colors to differentiate between types of incidents, such as red for cheating and blue for plagiarism, to enhance clarity and quick understanding. My experience with Power BI and Excel allows me to create interactive dashboards where stakeholders can drill down into specific data points, ensuring they have the information needed to make informed decisions.','7/10','Vishal\'s response demonstrates a good understanding of how to visualize exam security data trends using line and bar charts. He effectively describes the use of line charts for trend analysis and bar charts for contextual insights, aligning well with the benchmark response. However, his explanation could be more structured and detailed, particularly in discussing the use of interactive dashboards and the specific role of Power BI and Excel in enhancing data visualization. Adding more depth about how these tools facilitate stakeholder decision-making would strengthen his response.'),(1107,300,210,738,236,'Let\'s explore this: Can you share an experience where you had to coordinate with multiple departments to gather data for a report? How did you manage the process, and what tools did you use to ensure accuracy and efficiency?','I have had a lot of experience working with cross-functional teams in my previous role. For example, in my last job, I was part of the team that included members from sales, marketing, and product development. We collaborated on a new campaign that required each department to contribute their expertise. Through this experience, I learned how to communicate effectively across departments and respect each team member\'s perspective. It was challenging at times, but the end result was a highly successful campaign that met all our goals. Because this answer provides a specific example that demonstrates the candidates\' experience with cross-functional teams, they explain how they overcame challenges and highlight the successful outcomes of this collaboration.\n','In my previous role at Aastha Technologies, I was tasked with compiling a comprehensive report that required data from several departments, including finance, operations, and customer service. To manage this process efficiently, I first set up a series of meetings with representatives from each department to understand their data sources and reporting needs. I used Google Sheets to create a centralized data repository, which allowed for real-time updates and collaboration. To ensure accuracy, I implemented data validation techniques and used pivot tables to analyze the information effectively. Throughout the process, I maintained open communication with all stakeholders, providing regular updates and addressing any concerns promptly. This collaborative approach not only ensured the report\'s accuracy and timeliness but also fostered a sense of teamwork across departments.','4/10','Vishal\'s response demonstrates experience with cross-functional teams but lacks specific details about tools and processes used to ensure accuracy and efficiency in data gathering. While he mentions collaboration and communication, he does not specify the use of any tools like Google Sheets or techniques like data validation, which are crucial for the role. A more detailed response could have included specific tools and methods used to manage data and ensure accuracy, aligning with the job requirements for an MIS Analyst.'),(1108,300,210,738,236,'Let\'s explore this: Imagine you\'re dealing with inconsistent data from multiple sources in Google Sheets for IT asset tracking. How would you approach cleaning, validating, and automating the reporting process, considering your experience with advanced Excel tools and Power BI?','Yeah, to effectively manage inconsistent IT asset data in Google Sheets, a multi-step approach involving cleaning, validation and automation is critical. This involves identifying and addressing inconsistencies, stabilizing validation rules and automation reporting to ensure accurate and consistent asset tracking. Firstly, data cleaning and preparation. Use Google Sheets smart clean-up suggestions to find common errors like extra spaces, duplicates and inconsistent formatting. How to clean? Clean data, remove duplicates. Use the remove duplicates feature to eliminate entries, trim white space. We can use the trim white space option. Utilize the trim white space function to remove unnecessary spaces. All the text in which unnecessary space, you can trim their white space. Standardize formats, apply consistent formatting for dates, numbers and text. Data transformation, use formulas and functions to convert inconsistent data to a standard format. For example, using lower and upper, mid, trim, proper text we can use. Handling missing data, decide in handling missing data, decides on a strategy for handling missing data, values example imputation, deletion, marking as missing in which data validation. Data validation rules, set up data validation rules to restrict input to valid values example using drop-down list, date, format, number, range. Validation based on other cells, use formulas to compare values in different cells and provide feedback and feedback or restrict input if inconsistency are detected. Conditional formatting highlights cells with potential issues to draw attention to disparencies. Automate, automate reporting, Google sheets, formulas, use VLOOKUP formulas, VLOOKUP, advanced VLOOKUP, SUMIF, COUNTIF, COUNTIFS, AVERAGE, AVERAGEIF, AVERAGEIFS, all the cleaned and validated data. Google Apps Script, data visualization, use Google Sheets, Charts and Graphs to visualize assets, data entrants, ongoing maintenance, document processes, regular audios, version control. By following the structure approach, you can transform inconsistent IT asset data into a reliable source of information of tracking the decision making.\n','To handle inconsistent data from multiple sources in Google Sheets for IT asset tracking, I would take a structured approach involving cleaning, validation, and automation. First, I would focus on data cleaning by identifying common errors such as duplicates, extra spaces, and inconsistent formatting. I would use Google Sheets features like the \'Remove Duplicates\' tool and the \'Trim Whitespace\' function to standardize the data. For missing data, I would decide on a strategy, whether it\'s imputation, deletion, or marking them as missing, depending on the context and importance of the data.\n\nNext, I would implement data validation rules to ensure data integrity. This includes setting up drop-down lists for specific fields, using date and number formats, and applying conditional formatting to highlight potential issues. I would also use formulas to cross-check data across different cells to identify discrepancies.\n\nFor automation, I would leverage Google Sheets formulas like VLOOKUP, SUMIF, and COUNTIF to streamline data analysis. Additionally, I would use Google Apps Script to automate repetitive tasks and create dynamic reports. For visualization, I would use Google Sheets\' built-in charts and graphs to present the data clearly and effectively. This approach ensures that the data is accurate, reliable, and ready for decision-making processes.','7/10','Vishal\'s response demonstrates a solid understanding of handling inconsistent data in Google Sheets. He outlines a multi-step approach involving cleaning, validation, and automation, which aligns well with the benchmark response. He mentions using Google Sheets features like \'Remove Duplicates\' and \'Trim Whitespace,\' and discusses data validation and automation using formulas and Google Apps Script. However, the response could be more concise and structured, focusing on key points without repetition. A more detailed explanation of automation and visualization techniques would enhance the response.'),(1109,300,210,738,236,'Now, suppose during your process of automating the reporting in Google Sheets, your script encounters unexpected data format changes and fails midway. How would you troubleshoot and resolve this issue, considering your experience with VBA and Power BI?','When a Google Sheets automation script encounters unexpected data format changes and fails troubleshooting, involves a few steps. Firstly, understand the error by carefully examining the error messages and logs provided by the Apps Script. Second, debug the script by using the Apps Script debugger to step through the code and inspect variables. Third, analyze the data in the spreadsheet by checking the cell values, formatting and overall structure of the affected data. Fourth, implement error handling to gracefully manage unexpected data formats and prevent script failures. And finally, verify the script\'s assumptions about the data format against the actual data in the spreadsheet. There are more detailed breakdown of the troubleshooting process in which first of all understanding the errors, error messages, logs, error handling, second debugging the script, third analyzing the date, fourth implementing error handling, fifth verifying all the assumptions included.\n','When encountering unexpected data format changes in a Google Sheets automation script, I would start by examining the error messages and logs to understand what went wrong. This helps in pinpointing the exact issue. Next, I would use the Apps Script debugger to step through the code and inspect the variables to see where the script is failing. It\'s crucial to analyze the affected data in the spreadsheet by checking cell values, formatting, and the overall structure to identify any discrepancies. Implementing error handling is a key step to manage unexpected data formats and prevent the script from failing entirely. This could involve setting up try-catch blocks or validating data before processing it. Lastly, I would verify the script\'s assumptions about the data format against the actual data to ensure they align. If needed, I would adjust the script to accommodate any new data formats. This systematic approach helps in resolving the issue efficiently and ensures the automation process is robust and adaptable to changes.','6/10','Vishal\'s response outlines a structured approach to troubleshooting script failures due to unexpected data format changes in Google Sheets. He covers key steps such as examining error messages, debugging, analyzing data, and implementing error handling. However, the response lacks specific examples or additional depth, such as using try-catch blocks or adjusting scripts for new data formats, which are mentioned in the benchmark response. Including these elements could demonstrate a deeper understanding and applied experience in handling such issues.'),(1110,300,210,738,236,'Let\'s explore how you\'ve utilized Google Workspace tools like Docs or Slides to enhance your reporting or presentation needs. Can you share an example where these tools played a crucial role in your work, perhaps in creating impactful presentations or collaborating with teams?','Google Docs and Slides have been instrumental in streaming by reporting and presentation work flows. For example, recently using Google Docs allows for real-time collaborate editing making it easy to gather input from multiple stakeholders on reports before finalizing them. Similarly Google Slides simplifies the creation and sharing of visually appealing presentations enhancing engagement and understanding of complex information, enhancing reporting with Google Docs, real-time collaboration. Google Docs enables multiple individuals to work on a project on a report simultaneously it\'s a very allowing for immediate feedback and edits this is particularly useful when gathering input from the different departments or stakeholders and suppliers. Version history and comments and suggestions, templates, enhancing presentation with Google Slides in which use visually engaging Google Slides allows for the incorporation of images videos or animations making presentation more dynamic and engaging audience interaction live collaboration presentation mode. Often a project team needs to prepare a monthly progress report instead of sending a document back and forth they can utilize a shared Google Docs to collaborate on the report in real-time each team member can contribute their sections and the project manager can review and edit the content while the team is still online once the report is finalized and finally it can be reports can finalized and it can be easily exported to the PDF to distribution of achieved for a presentation based on the report like team creates Google Slides present presenting incorporating relevant visuals and data from the report or recorded presentation this approach streamlines the entire process from the reporting to presentation enhancing efficiency and communication within the team all the all the all the points are very important in their more recent company.\n','In my experience, Google Workspace tools like Docs and Slides have significantly enhanced our reporting and presentation processes. For instance, in a recent project, we utilized Google Docs for real-time collaboration on a comprehensive report. This feature allowed team members from different departments to simultaneously contribute their insights and edits, ensuring that we captured a wide range of perspectives efficiently. The version history and commenting features were particularly useful for tracking changes and incorporating feedback without losing any critical information.\n\nWhen it came to presenting the findings, Google Slides proved invaluable. We created a visually engaging presentation by incorporating images, charts, and animations, which helped in effectively conveying complex data to stakeholders. The ability to collaborate on Slides in real-time meant that our team could refine the presentation together, ensuring consistency and clarity. This collaborative approach not only streamlined our workflow but also enhanced the overall quality and impact of our presentations, fostering better communication and decision-making within the team.','7/10','Vishal\'s response demonstrates a good understanding of using Google Workspace tools like Docs and Slides for collaboration and presentation. He highlights real-time collaboration, feedback incorporation, and the use of visual elements to enhance presentations. However, the response could be more structured and concise, focusing on specific examples and outcomes. Including details about the impact of these tools on team efficiency and decision-making would strengthen the response. For improvement, Vishal could provide a clearer narrative and specific examples of how these tools directly benefited his work.'),(1111,300,210,738,236,'Moving forward, could you share an example where you optimized a manual reporting process using Microsoft Excel or Google Apps Script? I\'m interested in how you leveraged these tools to improve efficiency or accuracy in your work.','A manual sales reporting process can be significantly streamlined and improved using Microsoft Excel by automating calculations, utilizing formulas and incorporating data visualization. This approach enhances efficiency, reduces errors and provides better insight into sales performance. Imagine a small sales team where sales data was manually entered into a spreadsheet, calculations like commissions and total sales were performed manually, and reports were curated by copy and pasting data into a separate document. This process was prone to errors, time-consuming and difficult to analyze. Excel optimization in which automated calculations instead of manually calculating commissions, totals or other matrix Excel formulas can be used to automate these calculations. For example, a formula can be used to calculate a salesperson\'s commission based on their sales figures and a predefined commission\'s rate. Secondly, data validation in which Excel data validation features can be used to ensure data integrity, data faith, for example, you can create drop-down lists for product categories or sales regions, limiting the user to only enter predefined options, reducing errors. Third point is a pivot table, a pivot table can be used to summarize and analyze data efficiency. For example, a pivot table can be used to generate a report showing sales performance by region, product or salesperson, fourth data visualization charts and graphs can be created from the data to visualize trends and patterns, fifth point conditional formatting conditional formatting can be used to highlight important data points such as sales exceeding decreasing a certain company, all the data are highlighted automated report generation automated report generation can be used for example macro can be created to automatically generally a daily or weekly sales report a daily and weekly sales report saving time and effort benefit of optimized process increase efficiency reduced errors improve accuracy better insights enhanced decision making all the points are all the points are needed to Excel it it adds accuracy and efficiency is the best in Excel.\n','In my previous role, I was tasked with optimizing a manual sales reporting process that was both time-consuming and error-prone. Initially, the team entered sales data manually into spreadsheets, and calculations like commissions and total sales were done by hand. This often led to inaccuracies and delayed reporting. To address this, I leveraged Microsoft Excel to automate several aspects of the process. I used Excel formulas to automate calculations, such as commissions based on sales figures and predefined rates, which significantly reduced manual errors. I also implemented data validation techniques to ensure data integrity by creating drop-down lists for product categories and sales regions, which limited input errors. Additionally, I utilized pivot tables to efficiently summarize and analyze sales data by region, product, and salesperson. This allowed us to generate insightful reports quickly. Furthermore, I introduced data visualization through charts and graphs to help the team easily identify trends and patterns. I also developed a macro to automate the generation of daily and weekly sales reports, which saved considerable time and effort. This optimization not only improved the accuracy and efficiency of our reporting process but also provided better insights for decision-making.','7/10','Vishal\'s response demonstrates a good understanding of optimizing manual reporting processes using Microsoft Excel. He effectively describes the use of Excel formulas, data validation, pivot tables, and data visualization to enhance efficiency and accuracy. However, the response lacks specific examples from his personal experience, which would have strengthened his answer. Providing a detailed account of a real project he worked on, similar to the benchmark response, would have showcased his applied experience and depth of knowledge more effectively.'),(1112,300,210,738,236,'Let\'s explore this further. Could you share an example where you used Google Apps Script to automate a reporting process, perhaps similar to your experience with Excel? I\'m curious about how you approached the task and the impact it had on your workflow.','A common Google Apps Script use case, mirroring Excel reporting automation is automatically generating reports based on data in multiple Google Sheets. For instance, a script could pull data from different sheets, e.g. sales data, customer data, inventory data and format them into a summary report in dedicated sheets, complete with the charts and graphs, all triggered automatically at set intervals. Here very simplified examples, first is data sources. Data sources in which imagine you have three sheets, sales, customers and inventory sales contains daily sales figures, customers holds, customer information and inventory tracks products stock labels and the second point is script logic. Google Apps Script would read data from each of the source sheets and perform calculations e.g. total sales, average order size, stock turnover, format the data in a new sheet called report, create charts and graphs to visualize key metrics, fourth point is trigger, a time based trigger could be set up to automatically run the script daily or weekly, ensuring the report is always up to date. Similarities to Excel reporting, data aggregations like Excel pivot tables, Apps Script can summarize and analyze data from multiple sources, second formula and function usage, you can use similar functions e.g. sum average, if, ifs, sum average, max, mini, values, all the calculate values just as you would in Excel, automated formatting, Apps Script can apply custom formatting, firstly custom formatting, second conditional formatting, including colors, font styles and cell formatting to create a visually applying report, next is visualization, you can easily create charts and graphs using Apps Script, visualizing data trends and patterns.\n','In my previous role, I had the opportunity to use Google Apps Script to automate a complex reporting process. We had multiple Google Sheets containing data from various departments like sales, customer service, and inventory management. The challenge was to consolidate this data into a comprehensive report that could be easily interpreted by management. \n\nTo address this, I wrote a script that automatically pulled data from these sheets, performed necessary calculations such as total sales, average order size, and stock turnover, and then compiled the results into a new summary sheet. This summary included visual elements like charts and graphs to highlight key metrics. \n\nI also set up a time-based trigger to run the script daily, ensuring that the report was always current. This automation significantly reduced the manual effort required to generate reports, minimized errors, and provided timely insights, which greatly improved our decision-making process. The experience taught me the value of leveraging technology to streamline workflows and enhance productivity.','5/10','Vishal\'s response demonstrates a basic understanding of using Google Apps Script for automating reporting processes. He outlines the general steps involved, such as pulling data from multiple sheets, performing calculations, and creating visualizations. However, the response lacks specific details about his personal experience or the impact of the automation on workflow efficiency. The benchmark response provides a more comprehensive example, including specific challenges, solutions, and outcomes. Vishal could improve by providing a detailed account of a real project, highlighting his role, the challenges faced, and the benefits achieved through automation.'),(1113,300,210,738,236,'Thank you for sharing that detailed example of using Google Apps Script for reporting automation. Moving forward, do you have any questions for me today that you might need clarity with?','No, I haven\'t got any questions for you.\n','Thank you for the opportunity to discuss my experience and skills today. I feel the interview has been quite comprehensive, and I don\'t have any questions at the moment. However, if anything comes up later, I would love to reach out for further clarification.','2/10','Vishal\'s response was very brief and lacked the depth expected in a closing interview question. While he communicated that he had no questions, he missed an opportunity to express gratitude or openness to future communication, which is often appreciated in professional settings. A more comprehensive response would have demonstrated better communication skills and engagement with the interview process.'),(1114,300,210,738,236,'With this, we have come to the end of the interview. Thank you for your time. It was nice talking to you today. Someone from the HR team will get back to you. You may click the end button to submit our discussion.','','Thank you for the opportunity to interview. I appreciate the chance to discuss my experience and how it aligns with the role. I look forward to hearing from the HR team. Have a great day.','0/10','Vishal\'s response to the closing statement of the interview was missing. In such situations, a polite and professional closing remark is expected, similar to the benchmark response provided. This would demonstrate good communication skills and professionalism, which are important for the role. A better response would have been to express gratitude for the opportunity, mention interest in the role, and convey eagerness to hear from the HR team.'),(1115,301,209,743,236,'Hello Rishabh! I\'m Avi, one of the world\'s first autonomous AI bot interviewers. I\'m thrilled to discuss a potential opportunity with Innovatiview today. Please bear with me if there\'s a slight lag; I\'m still evolving and will improve over time. How\'s your day going so far?','So yeah, my day is going good and I\'m doing fine\n','Thank you for asking, Avi. My day is going well, and I\'m excited to be here discussing this opportunity with you. How about you?','4/10','Rishabh\'s response was polite but lacked the engagement and enthusiasm present in the benchmark response. He acknowledged the question but did not reciprocate the conversational tone or express excitement about the opportunity, which could have demonstrated better communication skills and interest in the role.'),(1116,301,209,743,236,'That\'s great to hear! We have an interview scheduled now. Is this a good time for you to talk?','Yeah, sure. It\'s a good time to take interview.\n','Absolutely, I\'m ready to proceed with the interview now.','5/10','Rishabh\'s response is brief but indicates readiness to proceed with the interview. However, it lacks the professionalism and enthusiasm that could be conveyed with a more affirmative response. An improved response could include a polite acknowledgment of the interviewer\'s schedule and a more enthusiastic affirmation, such as \"Absolutely, I\'m ready to proceed with the interview now.\"'),(1117,301,209,743,236,'Let\'s dive into this. I\'m an experienced interviewer from Innovatiview, a diversified IT infrastructural and service organization. We\'re looking for an MIS Analyst to manage data and generate reports using Google Sheets, supporting data-driven decisions. The role involves preparing reports, analyzing data, and collaborating across departments. Given your background in Excel and data analytics, do you feel comfortable with these responsibilities and skills required for the position?','yes I am familiar with all the tools that you have mentioned like Excel and Google Sheets and have some expertise in this so yes I can help your company in your task to achieve all the all the targets so yes I am familiar with all these tools\n','Absolutely, I have extensive experience with both Excel and Google Sheets, which are integral to my current role. My proficiency in using advanced formulas, pivot tables, and data visualization tools allows me to efficiently manage and analyze data. I am comfortable preparing detailed reports and collaborating with various departments to ensure data-driven decision-making. My background in data analytics has equipped me with the skills necessary to identify trends and provide insights that support strategic and operational decisions. I am confident in my ability to handle the responsibilities of the MIS Analyst position effectively.','4/10','Rishabh\'s response lacks depth and specificity compared to the benchmark response. While he confirms familiarity with Excel and Google Sheets, he does not elaborate on his proficiency or provide examples of how he has used these tools in past roles. The response could be improved by detailing specific skills or experiences, such as using advanced formulas or collaborating with departments, to demonstrate a deeper understanding and capability for the role.'),(1118,301,209,743,236,'Can you briefly introduce yourself and a bit about your professional experience? Also, it would be great to know what is not already in your CV or LinkedIn profile.','so my name is Rishabh and I born and brought up in New Delhi and I have done my schooling from Kendra Vidyalaya and I have done my college B.Com degree from Shaheed Bhagat Singh College Delhi University from 2024 session and yeah I have completed a diploma also in data analytics where I have learned about the tools like SQL, Excel, Google Sheets and Tableau and Power BI so yeah I have good command on these tools and yes I am now looking for a job and yes I have called the HR of this company for the role of MIS and yes I am looking forward to join a company for the role of MIS and yeah and I also didn\'t mention this in my LinkedIn profile that I have done my diploma from diploma in data analytics where I have done all these tools so yeah this is my background so far\n','My name is [Your Name], and I have been working in the field of data analytics for the past eight years. I hold a degree in Commerce from Shaheed Bhagat Singh College, Delhi University, and have further enhanced my skills with a diploma in data analytics. Over the years, I have gained extensive experience with tools like SQL, Excel, Google Sheets, Tableau, and Power BI, which have been instrumental in my role as an MIS Analyst. I am passionate about leveraging data to drive business decisions and have a proven track record of creating efficient reporting systems and dashboards. One thing not mentioned in my CV is my recent project where I developed an automated reporting system that reduced the report generation time by 30%. I am eager to bring my expertise to Innovatiview and contribute to your team.','4/10','Rishabh\'s introduction provides basic personal and educational background but lacks depth in professional experience. He mentions his familiarity with tools like SQL, Excel, Google Sheets, Tableau, and Power BI, aligning with the job requirements. However, he does not elaborate on his practical experience or achievements, which would demonstrate his applied knowledge and expertise. To improve, Rishabh could discuss specific projects or accomplishments, such as creating efficient reporting systems or dashboards, similar to the benchmark response, to showcase his proficiency and impact in previous roles.'),(1119,301,209,743,236,'Let\'s explore this further—can you please share how you have used Google Sheets to create automated reports or dashboards in your previous work or projects?','So yeah, lately I have been using Google Sheets very frequently and for maintaining the database and for maintaining the records, I use Google Sheets to collect, organize and analyze the data. I use dashboards in Google Sheets like Data Studio to visually track key metrics and project progress. So yeah, that\'s what I have been doing with Google Sheets and it is really helpful for creating the data and storing the data so that I can analyze the data very easily.\n','In my previous role, I extensively used Google Sheets to automate reports and create dashboards. I leveraged the power of formulas, pivot tables, and charts to streamline data analysis and reporting processes. For instance, I developed automated reports that pulled data from various sources and updated in real-time, which significantly reduced manual effort and improved accuracy. I also used Google Apps Script to create custom functions and automate repetitive tasks, enhancing efficiency. Additionally, I designed interactive dashboards that provided visual insights into key metrics, enabling stakeholders to make informed decisions quickly. This experience honed my skills in data management and visualization, aligning perfectly with the requirements of an MIS Analyst role.','3/10','Rishabh\'s response demonstrates a basic understanding of using Google Sheets for data collection and organization. However, it lacks depth in terms of automation and advanced functionalities like using formulas, pivot tables, or Google Apps Script, which are crucial for the MIS Analyst role. The response does not highlight any specific examples of automated reports or dashboards, nor does it mention any efficiency improvements or real-time data updates. To improve, Rishabh could have detailed specific projects or tasks where he automated reports or utilized advanced features of Google Sheets to enhance data analysis and reporting.'),(1120,301,209,743,236,'Let\'s dive into this — could you explain how you have handled large datasets in Google Sheets and ensured data accuracy during analysis?','so yeah when it comes to handling the large data sheets for handling the large data sheets like databases like so I manage the large data sheets by using the filters like pivot tables and using the formulas like VLOOKUP like SUMIP and you know all the related formulas that should be used for for you know for correcting that task so yeah I use all these stuff like query VLOOKUP and array formula analyze them by identifying patterns and their trends and outlines so yeah then summarize insights and you know give the meaningful meaningful result for the particular situation and for the particular task so yeah and I also use charts and you know dashboards to analyze the data and gather all the information\n','Handling large datasets in Google Sheets requires a structured approach to ensure data accuracy and efficiency. I typically start by organizing the data using filters and pivot tables, which help in sorting and summarizing the information effectively. For data accuracy, I rely on formulas like VLOOKUP and SUMIF to cross-reference and validate data entries. Additionally, I use the QUERY function and array formulas to perform more complex data manipulations and analyses. To identify patterns and trends, I create visual representations using charts and dashboards, which provide a clear overview of the data insights. Throughout this process, I maintain a focus on data integrity by regularly checking for errors and inconsistencies, ensuring that the final analysis is both accurate and actionable.','5/10','Rishabh\'s response demonstrates a basic understanding of handling large datasets in Google Sheets. He mentions using filters, pivot tables, VLOOKUP, and other formulas, which aligns with the benchmark response. However, his explanation lacks depth and clarity, particularly in ensuring data accuracy and efficiency. He does not elaborate on maintaining data integrity or checking for errors, which are crucial for accurate analysis. To improve, Rishabh could provide a more structured approach and discuss specific techniques for error checking and data validation.'),(1121,301,209,743,236,'Let\'s explore this further — can you walk me through a situation where you prepared an MIS report that helped leadership make a strategic decision? What approach did you follow?','So, as an MIS role and as an MIS, I will first, you know, gather the data and I will try to analyze the data and, you know, and try to concise it, try to make it very convenient to, you know, to tell the, to tell my team that what I\'ve been doing in the, in the whole matter. So, yeah, when it comes to MIS role, so first of all, I would make a report first and identify the error. And, you know, by identifying the error, I will, I will make sure that I\'m not taking so much time and I\'m not making any mistake. So and after that, I will correct the data. And yeah, after that, I will re-validate all the figures so that it won\'t hamper the after situation of this. So, yeah, then I will follow a checklist, like what I have to do and what I have to share to the, to the team members so that they can work on my, on my dashboard and on my records very, very easily. And then I will gather the accurate data and cross-verify sources so that it won\'t hamper the, the team progress and the business progress. And then I will use clear formats and double check before final submission to the, to the company and to the my, and my teammates and my manager so that, you know, he won\'t face any problem.\n','In my previous role as an MIS Analyst, I encountered a situation where our leadership needed to make a strategic decision regarding resource allocation for an upcoming project. To assist them, I began by collecting data from various departments to ensure a comprehensive view. I then used Google Sheets to organize and validate the data, employing pivot tables and VLOOKUP to identify key trends and patterns. Once the data was structured, I focused on creating a clear and concise MIS report, highlighting critical insights and potential impacts of different resource allocation scenarios.\n\nTo ensure accuracy, I cross-verified the data with multiple sources and collaborated closely with department heads to confirm the validity of the information. I also created visual dashboards to present the data in an easily digestible format, which helped the leadership team quickly grasp the implications of their decisions. This approach not only facilitated a more informed decision-making process but also demonstrated the value of data-driven insights in strategic planning.','4/10','Rishabh\'s response outlines a general approach to preparing an MIS report but lacks specific examples or details that demonstrate applied experience or deep knowledge. The response focuses on data gathering, error identification, and validation but does not provide insights into how these steps directly supported strategic decision-making. The benchmark response, on the other hand, includes specific tools and methods used, such as pivot tables and VLOOKUP, and emphasizes collaboration and data visualization, which are crucial for strategic insights. Rishabh could improve by detailing specific tools and techniques used and how they impacted decision-making.'),(1122,301,209,743,236,'Let\'s explore this further — could you describe a project where you used data visualization techniques like charts or pivot tables to simplify complex data, perhaps drawing from your experience in Excel or any relevant coursework?','so yeah by using the pivot tables and VLOOKUP formulas and other other also also the other formulas so yeah by those and by these key tools I can I can easily handle the situation which is given to me like you know I can I can figure out that where but on what particular task I have to work on so that I can you know give the meaningful insight to the company and like using the VLOOKUP so that I can easily you know make a make a particular data like on the on the all all the works that I have to done like like analyzing the data with a particular user ID or with a particular name so that I can align all the all the particular tasks that is linked to that user ID or that name so that yeah and I work on sales analysis projects where I use excel and Google Sheets like bar charts pie charts and paper charts to visualize monthly sales trends and you know top performing products what are the top performing products so that I can give the company the inside the valuable insight that which product is is doing good and doing well so far for the company and which is producing more sales and generating more revenue for the company and a regional performance helping management make quicker decisions so yeah\n','In one of my previous roles, I worked on a project that involved analyzing sales data to identify trends and support strategic decisions. I used Excel extensively, leveraging pivot tables and VLOOKUP to manage and simplify the complex data. For instance, I created pivot tables to summarize sales data by region and product category, which helped in identifying top-performing products and regions. Additionally, I used charts like bar charts and pie charts to visualize monthly sales trends, making it easier for the management to grasp the insights quickly. This visualization was crucial in helping the management make informed decisions about inventory and marketing strategies. The project not only improved my data handling skills but also demonstrated the power of data visualization in driving business decisions.','5/10','Rishabh\'s response demonstrates familiarity with using pivot tables, VLOOKUP, and charts for data visualization, which aligns with the job requirements. However, the explanation lacks clarity and depth compared to the benchmark response. Rishabh could enhance his response by detailing a specific project, explaining the steps taken, and the impact of his work on decision-making. For example, he could describe how he used pivot tables to summarize data and the specific insights gained from visualizations that influenced strategic decisions.'),(1123,301,209,743,236,'Here\'s the scenario — imagine you are tasked with consolidating data from multiple departments into a single Google Sheet dashboard for IT infrastructure monitoring. Given your experience with sales analysis projects and using tools like pivot tables and VLOOKUP, how would you approach this task to ensure accuracy and efficiency?','So first of all, I will look into the situation that on which particular task I have to work on. So yeah, like if the particular department, if I am working on a particular department, so I will check like what are the user names and what are the user IDs, so that I can link all the following, you know, information which is linked to that user ID or that user information. So I can link all the other information that is linked to it and analyze them and give the meaningful insight like what is the particular date and what is the particular sales and what is the particular data which is linked to that so that I can easily analyze all the data related to one thing like one user ID or one user name and you know, make a concise note and make a concise report which can save time of my manager and my company. And yeah, this is what I will do in this particular situation.\n','To approach the task of consolidating data from multiple departments into a single Google Sheet dashboard for IT infrastructure monitoring, I would begin by gathering data requirements from each department to understand the specific metrics and data points they track. This ensures that the dashboard will be comprehensive and meet everyone\'s needs. Next, I would collect the data from each department, ensuring that it is clean and standardized for easy integration. Using Google Sheets, I would employ pivot tables to summarize and organize the data efficiently. VLOOKUP would be instrumental in linking related data points across different datasets, ensuring that all relevant information is connected accurately. Additionally, I would use charts to visually represent key metrics, making the dashboard intuitive and easy to interpret. Throughout the process, I would focus on maintaining data accuracy and integrity, regularly validating the data to prevent errors. Finally, I would collaborate with department heads to review the dashboard, ensuring it meets their expectations and making adjustments as necessary to optimize its functionality.','4/10','Rishabh\'s response demonstrates a basic understanding of data consolidation using tools like pivot tables and VLOOKUP. However, it lacks depth and structure compared to the benchmark response. Rishabh focuses more on linking data by user ID rather than outlining a comprehensive approach to gather, clean, and standardize data across departments. The response could be improved by detailing steps for ensuring data accuracy, using charts for visualization, and collaborating with department heads to refine the dashboard. This would showcase a more thorough understanding of the task.'),(1124,301,209,743,236,'Let\'s explore this scenario: Suppose midway through your project, you find that the data from one department is inconsistent and incomplete. How would you handle and correct this issue to ensure accurate and comprehensive reporting?','so first of all I will clean the data and I will try to you know I will try to manage that what are the what can be the information that is missing and yeah I will pause the analysis and flag the invalid department like which department information is missing and I will remove or correct its data so yeah and after that then I will revalidate the database and update any visuals or reports to maintain accuracy so that you know it won\'t it won\'t count as a mistake so yeah this is what I will do in this particular situation and the scenario\n','Let me clarify this. If I encounter inconsistent and incomplete data from a department midway through a project, my first step would be to pause any ongoing analysis to prevent further inaccuracies. I would then identify the specific inconsistencies and gaps in the data. This involves reaching out to the concerned department to gather the missing information and clarify any discrepancies. Once I have the necessary data, I would clean and validate it to ensure its accuracy. After updating the data, I would revalidate the entire dataset and update any reports or dashboards to reflect the corrected information. This approach ensures that the final reports are comprehensive and reliable, supporting accurate decision-making.','5/10','Rishabh\'s response demonstrates a basic understanding of handling inconsistent and incomplete data. He mentions pausing the analysis, cleaning the data, and revalidating the database, which aligns with the benchmark response. However, he lacks depth in explaining how he would gather missing information from the concerned department and clarify discrepancies. Additionally, his response could be more structured and detailed to showcase a comprehensive approach to data correction and validation. To improve, Rishabh could have elaborated on communication with departments and specific validation techniques.'),(1125,301,209,743,236,'Moving forward, could you share an example of how you\'ve used Google Workspace tools like Docs, Slides, or Drive to collaborate with cross-functional teams on reporting tasks? How did these tools enhance your reporting process?','so yeah lately I\'ve been using this Google Sheets and I used Google Workspace during a marketing project where my team and I collaborated on Google Docs for content and the and Google Sheets for tracking the progress the whole progress that I have that we have done in that report so yeah and we have used Google Meet for you know weekly updates and and you know for for discussing the important and key points which are you know which are helpful for this particular matter and yeah and for ensuring smooth coordination and real-time edits so yeah Google as a whole is very very convenient to me when it comes to you know doing my work on a particular topic like on on any particular project which is given to me\n','In my experience, Google Workspace tools have been invaluable for collaborating with cross-functional teams on reporting tasks. For instance, during a recent project, we utilized Google Docs to draft and refine our content collaboratively. This allowed team members from different departments to contribute their insights and feedback in real-time, ensuring that the final document was comprehensive and accurate. We also used Google Sheets extensively to track progress and manage data, which was crucial for maintaining transparency and accountability across the team. Additionally, Google Drive served as a centralized repository for all our documents, making it easy for everyone to access the latest versions. Google Meet facilitated our weekly check-ins, where we discussed key points and addressed any challenges promptly. These tools collectively enhanced our reporting process by streamlining communication, enabling real-time collaboration, and ensuring that everyone was aligned with the project\'s objectives.','5/10','Rishabh\'s response provides a basic overview of using Google Workspace tools for collaboration, mentioning Google Docs, Sheets, and Meet. However, it lacks depth and specific examples of how these tools enhanced the reporting process. The response could be improved by detailing how real-time collaboration and centralized document access contributed to project success, similar to the benchmark response. This would demonstrate a deeper understanding and practical application of Google Workspace tools in cross-functional collaboration.'),(1126,301,209,743,236,'Let\'s explore this further—can you share an instance where you utilized Microsoft Excel\'s advanced features, like Power Query or Pivot Charts, to enhance a reporting process? How did these tools contribute to your efficiency and accuracy in data handling?','So yeah, I have used Microsoft Excel and its advanced features like VBA, like Pivot Charts and yeah and so on. I have used Microsoft Excel Data Validation to prevent wrong entries and I have used Pivot Tables to summarize all the data in you know very brief, in very brief and you know like suppose there is large sales data so I will use the Pivot Tables so that I can you know I can analyze the main points and I can summarize the whole data in a very brief way, in a concise way. And yeah I have used Conditional Formatting to highlight errors, to highlight important areas and yeah for ensuring the data accuracy and easy handling.\n','In my previous role, I frequently utilized Microsoft Excel\'s advanced features to streamline and enhance our reporting processes. For instance, I used Power Query to automate data extraction and transformation from various sources, which significantly reduced manual data entry errors and saved time. Additionally, I employed Pivot Tables and Pivot Charts to analyze large datasets, such as sales figures, allowing me to summarize key insights and trends effectively. These tools helped me present data in a more digestible format, improving both the accuracy and efficiency of our reports. By leveraging Conditional Formatting, I was able to highlight critical data points and potential discrepancies, ensuring that our reports were both accurate and easy to interpret. Overall, these Excel features were instrumental in enhancing our data handling and decision-making processes.','4/10','Rishabh\'s response demonstrates a basic understanding of Microsoft Excel\'s advanced features but lacks depth and specificity. While he mentions using Pivot Tables, Data Validation, and Conditional Formatting, he does not provide detailed examples or explain how these tools specifically enhanced his reporting process. The response could be improved by including specific instances of how these features contributed to efficiency and accuracy, similar to the benchmark response, which highlights the use of Power Query for automation and detailed data analysis.'),(1127,301,209,743,236,'Let\'s explore this further—have you had the opportunity to use Google Apps Script to automate any repetitive tasks in Google Sheets? If so, could you share an example of how it helped streamline your reporting process?','Actually, I haven\'t used Google script, so I don\'t have any information regard this, so I\'m sorry for this.\n','While I have not extensively used Google Apps Script in my previous roles, I am aware of its potential to automate repetitive tasks in Google Sheets. I am eager to learn and apply it to streamline processes, especially in reporting. In my current role, I have focused on using advanced formulas and pivot tables to enhance data analysis and reporting. I am confident that with some training or guidance, I could quickly adapt to using Google Apps Script to further improve efficiency and accuracy in data handling.','1/10','Rishabh\'s response indicates a lack of experience with Google Apps Script, which is a preferred skill for the role. While he acknowledges his unfamiliarity, he does not express a willingness to learn or adapt, which is crucial for the job. A better response would have included an eagerness to learn and apply Google Apps Script, similar to the benchmark response, to show adaptability and a proactive approach to skill development.'),(1128,301,209,743,236,'Let\'s move forward. Could you explain how you prioritize and manage multiple reporting deadlines while ensuring the data quality remains uncompromised?','so yeah for handling the multiple projects and you know giving them all in a in a deadline so what i will do i will prioritize my project by setting deadlines like what i have to do what i have to you know i have to do in a in a particular time period so yeah i will do this first and i will then assess urgency and impact and then i will break tasks into smaller tasks into smaller steps and using tools like like to do list and project records to manage them efficiently and yeah i will i will take help of the whole technology to you know minimize the time frame\n','When managing multiple reporting deadlines, I start by assessing the urgency and importance of each task. I prioritize them based on deadlines and the impact they have on the overall project or business goals. I then break down larger tasks into smaller, manageable steps to ensure nothing is overlooked. To keep everything organized, I use tools like to-do lists and project management software, which help me track progress and stay on schedule. To ensure data quality, I implement regular checks and validations throughout the process. I also collaborate closely with team members to address any discrepancies or issues promptly. This approach allows me to meet deadlines without compromising on the accuracy and integrity of the data.','5/10','Rishabh\'s response demonstrates a basic understanding of prioritizing and managing multiple reporting deadlines. He mentions setting deadlines, assessing urgency, breaking tasks into smaller steps, and using tools like to-do lists. However, the response lacks depth in terms of ensuring data quality and collaboration with team members, which are crucial aspects in the benchmark response. To improve, Rishabh could have elaborated on implementing regular checks for data quality and the importance of team collaboration to address discrepancies.'),(1129,301,209,743,236,'This leads me to ask, do you have any questions for me today that you might need clarity with?','So, here\'s one, like, how can AI help you improve your daily workflow or learning process? This is my question of the day.\n','I appreciate the opportunity to ask questions. I\'m curious about the company\'s approach to professional development. Could you share how Innovatiview supports the growth and learning of its employees, particularly in terms of skill enhancement and career progression?','3/10','Rishabh\'s question about AI\'s role in improving daily workflow or learning processes is somewhat relevant but lacks alignment with the job description and the benchmark response. The benchmark response focuses on professional development and career progression within the company, which is more pertinent to understanding growth opportunities at Innovatiview. Rishabh could have asked about how the company supports skill enhancement and career advancement, which would have demonstrated a deeper interest in aligning personal growth with company goals.'),(1130,301,209,743,236,'To clarify, are you asking how AI can enhance daily workflows or learning processes in the context of the MIS Analyst role at Innovatiview?','Yes, yes, yes. Sure.\n','AI can significantly enhance daily workflows and learning processes for an MIS Analyst at Innovatiview by automating repetitive tasks, which allows more time for strategic analysis and decision-making. For instance, AI can streamline data collection and validation processes, ensuring accuracy and efficiency. It can also assist in generating reports by automating the use of formulas and pivot tables, which reduces manual errors and saves time. Additionally, AI can help identify data trends more quickly, providing valuable insights for operational and strategic decisions. In terms of learning, AI can facilitate personalized learning experiences by providing tailored resources and feedback, helping analysts stay updated with the latest tools and techniques in data management and analysis.','1/10','Rishabh\'s response lacks depth and fails to showcase any understanding or knowledge of how AI can enhance workflows or learning processes in the context of the MIS Analyst role. A more appropriate response would have included examples of AI applications in automating tasks, improving data accuracy, and facilitating learning through personalized experiences. This would demonstrate a clear understanding of the potential benefits of AI in the role.'),(1131,301,209,743,236,'Yes, of course. To clarify, do you have any specific questions about the role or the company that I can help with today?','so can you tell me about your whole company and like what are the job timings and what exactly the work which revolves around the whole company and yeah can you tell me you know in brief like what are the timings and what is the pay and how established your company is and what other was that your company do like in like apart from IT sector\n','Thank you for the opportunity to ask questions. I\'m interested in learning more about the company\'s culture and values, as well as the specific responsibilities of the MIS Analyst role. Additionally, could you provide some insight into the typical work schedule and any opportunities for professional development within the company? I\'m also curious about the company\'s growth and future plans, particularly in areas beyond the IT sector.','3/10','Rishabh\'s response lacks specificity and depth compared to the benchmark response. While he expresses interest in the company\'s operations and job details, his questions are broad and lack focus on key aspects such as company culture, values, and professional development opportunities. The benchmark response demonstrates a more structured inquiry, focusing on specific areas relevant to the role and company growth. Rishabh could improve by asking targeted questions about the company\'s strategic direction, role-specific responsibilities, and development opportunities, which would better showcase his interest and understanding.'),(1132,301,209,743,236,'To clarify, our company specializes in IT infrastructure solutions, and we have a well-established presence in the industry. The job timings are typically standard business hours, but specifics can vary by role. Regarding pay and other sectors, our HR team will provide detailed information. Is there anything else you\'d like to know?','No, actually, I don\'t.\n','Thank you for the information. I believe that covers my current queries. If anything else comes to mind later, I will be sure to reach out.','3/10','Rishabh\'s response was brief and lacked engagement. While he indicated that he had no further questions, he missed an opportunity to express gratitude or show interest in future communication, which could have demonstrated better communication skills and professionalism. A more engaging response, similar to the benchmark, would have been more appropriate.'),(1133,301,209,743,236,'With this, we have come to the end of the interview. Thank you for your time. It was nice talking to you today. Someone from the HR team will get back to you. You may click the end button to submit our discussion.','','Thank you for the opportunity to interview today. I appreciate the chance to learn more about the role and your company. I look forward to hearing from the HR team. Have a great day ahead.','0/10','Rishabh\'s response to the closing statement of the interview is missing. The benchmark response provided is a courteous and professional way to conclude an interview, expressing gratitude and anticipation for future communication. Rishabh should have acknowledged the interviewer\'s statement, thanked them for the opportunity, and expressed eagerness to hear from the HR team. This would demonstrate professionalism and interest in the role.'),(1191,304,201,735,236,'Can you please tell me about your experience using Google Sheets, particularly how you have applied formulas and pivot tables in your work?','Okay, so Google sheets are very useful in our data data inserting like we can store our data in a Google sheets where properly in a proper way and about pivot table if I\'m talking about pivot table so pivot table is too good and we can easily easily use to analyze and visualize our data in a in a visual way like like we can use many kind of tools like like slicers and in my tables and charts bar graph and many things and we can easily analyze our data in a good way so these are my answers about this question.\n','In my experience, Google Sheets has been an invaluable tool for managing and analyzing data. I have extensively used formulas to automate calculations and streamline data processing. For instance, I often utilize functions like VLOOKUP and INDEX-MATCH to efficiently retrieve and cross-reference data. Additionally, pivot tables have been instrumental in summarizing large datasets and identifying trends. By creating pivot tables, I can quickly generate insightful reports that help in decision-making. I\'ve also used features like slicers and charts to enhance data visualization, making it easier to communicate findings to stakeholders.','3/10','Nandani\'s response demonstrates a basic understanding of Google Sheets and pivot tables, focusing on data storage and visualization. However, it lacks depth and specific examples of using formulas or pivot tables in a professional context. The response could be improved by providing detailed examples of how she has applied specific formulas like VLOOKUP or created pivot tables to analyze data trends. Mentioning the use of slicers and charts is a positive point, but more context on their application would strengthen the answer.'),(1192,304,201,735,236,'Let’s dive into this: Could you share an example where you analyzed a large dataset and created a meaningful MIS report to support decision-making?','Sorry, I didn\'t understand your question.\n','Let me clarify this. In my previous role as an MIS Analyst, I was tasked with analyzing a large dataset related to sales performance across different regions. I used Google Sheets to organize the data and applied pivot tables and charts to identify trends and patterns. By doing so, I discovered that certain regions were consistently underperforming. I compiled these insights into a comprehensive MIS report, highlighting the key areas that required attention. This report was presented to the management team, which helped them make informed decisions about reallocating resources and adjusting sales strategies to improve overall performance. This experience reinforced my ability to handle large datasets and create actionable reports to support strategic decision-making.','0/10','Nandani\'s response indicates a lack of understanding or experience in analyzing large datasets and creating MIS reports, which is a critical requirement for the role. The inability to provide an example or elaborate on the process suggests a gap in relevant skills and experience. A better response would have included a specific example of data analysis, tools used, insights derived, and how it supported decision-making, similar to the benchmark response provided.'),(1193,304,201,735,236,'Moving on, can you please explain how you have used charts or graphs in Google Sheets to visualize data trends for better understanding?','In a Google Sheets we can use bar charts and pie charts to visualize our data and we can insert from the data tabs and these tabs are also available in our sheet and we can use it very easily and we can visualize our data in a proper way and we can see properly. So that\'s it. I think this is the answer of this question.\n','To visualize data trends in Google Sheets, I typically use a variety of charts such as bar charts, line charts, and pie charts. These tools help in presenting data in a more digestible format. For instance, bar charts are great for comparing different categories, while line charts are useful for showing trends over time. I often start by selecting the data range I want to visualize, then use the \'Insert\' menu to choose the appropriate chart type. Once the chart is inserted, I customize it by adding titles, adjusting axis labels, and using color coding to highlight specific data points. This approach not only makes the data more accessible but also aids in identifying patterns and insights that support informed decision-making.','3/10','Nandani\'s response lacks depth and specificity. While she mentions using bar and pie charts in Google Sheets, she does not provide details on how she selects data, customizes charts, or uses them to identify trends, unlike the benchmark response. Her answer is basic and does not demonstrate the proficiency expected for the role of an MIS Analyst, which requires a deeper understanding of data visualization techniques and their application in decision-making.'),(1194,304,201,735,236,'Here’s the situation: Suppose you are given inconsistent data from multiple departments; how would you ensure data accuracy and integrity while preparing MIS reports?','Okay, so if I\'m sharing any kind of data with our teams or anybody, then we have to ensure our data is very safe and about if I\'m talking about MIS, so MIS is basically known as Management Information Systems system, which is very useful for our business and for our company. Like if we have any kind of data and if we are getting any kind of issues or problems, we can easily sort out and using MIS, we are learning many kinds of things like Excel, Excel, how to solve Excel, sorry, we are using Excel and Google Sheets and Power BI, if we would charts and pivot table also, that\'s it.\n','When dealing with inconsistent data from multiple departments, the first step I would take is to perform a thorough data validation process. This involves checking for any discrepancies or anomalies in the data entries. I would use Google Sheets to apply data validation rules and conditional formatting to highlight any inconsistencies. Next, I would collaborate with the respective departments to understand the source of these inconsistencies and work together to correct them. It\'s crucial to maintain open communication to ensure everyone is aligned on data standards. I would also use pivot tables and charts to visualize the data, making it easier to spot trends and outliers. Finally, I would ensure that all data is securely stored and backed up, maintaining its confidentiality and integrity. This approach helps in preparing accurate and reliable MIS reports that support informed decision-making.','3/10','Nandani\'s response lacks depth and specificity in addressing how to ensure data accuracy and integrity while preparing MIS reports. She mentions the use of Excel, Google Sheets, and Power BI but does not detail the processes involved in data validation, collaboration with departments, or securing data. The response is vague and does not demonstrate a clear understanding of the steps necessary to handle inconsistent data effectively. A more detailed explanation of data validation, collaboration, and data security measures would have improved her response.'),(1195,304,201,735,236,'Can you please walk me through a time when you had to collaborate with different teams to gather data for a report? How did you manage cross-functional communication?','yes I can maintain my my self-confidence with you if I\'m if I go through throughout the journey of initiation and if we be confident and and we are sharing all of all of things in a in a good way and if you understand what I\'m saying and and I can communicate with everyone and it is very very very impressive for other person like other interview interviewer and and we can connect them very easily if we have a good communication skill and if we come if we come if your conversation is too good then then we can we can conversation our conversation is going well and it is very good for our understanding and it is very good for our POVs like point of view and we can share very easily so it is very beneficial for our business and for our team working and for all the things\n','In my previous role as an MIS Analyst, I had a project where I needed to compile a comprehensive report that required data from various departments, including sales, marketing, and finance. To manage cross-functional communication effectively, I first scheduled meetings with key stakeholders from each department to understand their data needs and constraints. I made sure to actively listen and take detailed notes to ensure clarity. I then set up a shared Google Sheet where each department could input their data, which I regularly monitored for updates. I used clear and concise communication, both in emails and in meetings, to keep everyone informed about the progress and any changes. By maintaining open lines of communication and being responsive to questions and feedback, I was able to gather the necessary data efficiently and compile an accurate report that met the needs of all departments involved. This experience taught me the importance of collaboration and proactive communication in achieving successful outcomes.','2/10','Nandani\'s response lacks clarity and depth regarding the specifics of collaborating with different teams to gather data for a report. The response is vague and focuses more on general communication skills rather than providing a structured approach to cross-functional communication. The benchmark response highlights specific actions taken to manage communication and data collection effectively, which is missing in Nandani\'s answer. To improve, Nandani could have detailed a specific instance, the steps taken to ensure effective communication, and how these actions led to successful data collection and reporting.'),(1196,304,201,735,236,'Let’s dive deeper: Imagine you are tasked with building a dynamic dashboard in Google Sheets for tracking IT asset inventory across multiple locations. How would you approach this?','okay so I didn\'t understand your whole question but something I understand your question like how we can how we can use our Google Sheets in a in a charts like this so it is it is very beneficial and sorry\n','To build a dynamic dashboard in Google Sheets for tracking IT asset inventory across multiple locations, I would start by gathering all necessary data from each location, ensuring it\'s accurate and up-to-date. I would then organize this data into a structured format within Google Sheets, using separate sheets for each location if needed. Next, I would utilize formulas and pivot tables to summarize and analyze the data, allowing for easy comparison and trend identification. To visualize the data effectively, I would create charts and graphs that highlight key metrics such as asset counts, usage rates, and maintenance schedules. Additionally, I would implement data validation to ensure ongoing data integrity and use Google Apps Script to automate data updates and notifications. Throughout the process, I would collaborate with team members to understand their reporting needs and make any necessary adjustments to the dashboard to ensure it meets all requirements.','1/10','Nandani\'s response lacks clarity and depth, indicating a misunderstanding of the question. The response does not demonstrate the necessary skills or knowledge required for building a dynamic dashboard in Google Sheets, such as data organization, use of formulas, pivot tables, or data visualization techniques. To improve, Nandani could have outlined a structured approach, including data gathering, organization, use of Google Sheets features like charts and pivot tables, and ensuring data accuracy and updates.'),(1197,304,201,735,236,'Here’s a challenge: If your automated Google Sheet report suddenly stops updating due to a script error, how would you troubleshoot and fix it?','If I\'m getting any problem, then I use chat GPT to solve my questions. But something I can do with myself, like I can analyze my data properly and where I\'m getting wrong and where I do something wrong data and inserting data are also wrong. So these things made our Google Street problems.\n','To address a script error in an automated Google Sheet report, I would start by reviewing the error message to understand the specific issue. Next, I would check the script editor in Google Sheets to identify any recent changes or errors in the code. I would look for syntax errors, incorrect references, or logic issues. If the error isn\'t immediately clear, I would use the Logger.log function to add debug statements in the script, which would help track the flow and identify where the script is failing. Additionally, I would ensure that all necessary permissions are granted for the script to run. If needed, I could consult documentation or seek advice from colleagues with more experience in Google Apps Script. Once the issue is identified, I would make the necessary corrections and test the script to ensure it runs smoothly and updates the report as expected.','2/10','Nandani\'s response lacks depth and specificity in addressing the troubleshooting of a script error in Google Sheets. While she mentions using ChatGPT for assistance and analyzing data for errors, she does not demonstrate a clear understanding of the steps involved in diagnosing and fixing script errors. The benchmark response outlines a systematic approach, including reviewing error messages, checking the script editor, and using debugging tools, which Nandani\'s response does not cover. To improve, Nandani could have detailed specific troubleshooting steps, such as checking for syntax errors or using Logger.log for debugging.'),(1198,304,201,735,236,'Moving on, can you please tell me how you have used Google Workspace tools like Docs, Slides, or Drive to support your reporting or documentation tasks?','sorry but I I don\'t have any idea about dogs and these things so sorry so I can\'t answer about it\n','In my previous roles, I\'ve extensively used Google Workspace tools to enhance my reporting and documentation tasks. For instance, I utilized Google Docs for creating and sharing reports with my team, ensuring everyone had access to the latest information. Google Slides was instrumental in preparing presentations for meetings, allowing me to visually communicate data trends and insights effectively. Additionally, Google Drive served as a centralized location for storing and organizing all our documents, making collaboration seamless and ensuring that data was accessible to all team members when needed. These tools have been invaluable in maintaining efficiency and accuracy in my work.','0/10','Nandani\'s response indicates a lack of familiarity with Google Workspace tools, which are crucial for the role of an MIS Analyst as per the job description. The inability to provide any relevant experience or knowledge about using Google Docs, Slides, or Drive for reporting or documentation tasks suggests a significant gap in the required skills for this position. A more suitable response would have included examples of using these tools to create reports, presentations, or collaborate with team members, demonstrating proficiency and understanding of their application in a professional setting.'),(1199,304,201,735,236,'Can you please share an example where you used Microsoft Excel to optimize a manual reporting process, making it faster or more accurate?','Microsoft Excel is very beneficial and very useful to store our long data like 1 lakhs, 2 lakhs, 3 lakhs or more than we can store only 1 lakhs data because there is no sufficient, there is sufficient data storage like there is only we can store data like 10 lakhs and it is very good for our data storage and if I am talking about its process so we can manually enter our data in Excel sheets and we can store our data for the next time to analyze anything and we can do many types, we can use many types of tools for our data, data information so it is very good for our data storage\n','In my previous role, I was tasked with streamlining a manual reporting process that was both time-consuming and prone to errors. I utilized Microsoft Excel to create a more efficient system. First, I identified the key data points that needed to be tracked and organized them into a structured format within Excel. I then used formulas and pivot tables to automate data calculations and generate summaries, which significantly reduced the time spent on manual data entry and calculations. Additionally, I implemented data validation techniques to ensure accuracy and consistency in the data being entered. By setting up these automated processes, I was able to produce reports more quickly and with greater accuracy, allowing the team to make informed decisions based on reliable data. This experience highlighted the power of Excel in optimizing workflows and enhancing data management.','2/10','Nandani\'s response lacks specificity and depth regarding the use of Microsoft Excel to optimize a manual reporting process. Her answer is vague and focuses primarily on data storage capabilities rather than showcasing any experience in using Excel for process optimization or automation. She does not mention any specific techniques or tools such as formulas, pivot tables, or data validation, which are crucial for enhancing reporting processes. To improve, Nandani could have provided a detailed example of how she used Excel features to automate tasks, reduce errors, and improve efficiency.'),(1200,304,201,735,236,'That brings me to this: Could you explain a situation where you managed multiple reporting deadlines and how you prioritized your tasks to meet all timelines?','So if I got any kind of deadlines of my working then first of all I prioritize my job and and I prefer to work with my team, team workers and we can solve it together and it is very good to complete our task or to complete our goal in a good way and we can easily solve it solve it and if we prioritize our team workers and manage our time well and then we can easily solve it and it is very good to us because if I\'m getting any deadline then I will do smart work to complete my work on the time.\n','In my previous role, I often had to manage multiple reporting deadlines simultaneously. To handle this effectively, I first created a comprehensive list of all the tasks and their respective deadlines. Then, I assessed the urgency and importance of each task to prioritize them accordingly. I made use of tools like Google Sheets to organize and track progress, ensuring that I had a clear overview of what needed immediate attention. Additionally, I communicated regularly with my team to align on priorities and delegate tasks when necessary. This collaborative approach helped us stay on track and meet all deadlines efficiently. By maintaining open communication and a structured plan, I ensured that all reports were completed accurately and on time.','3/10','Nandani\'s response lacks depth and specificity in explaining how she manages multiple reporting deadlines. While she mentions prioritizing tasks and working with her team, she does not provide concrete examples or detailed strategies for task management and prioritization. The response is vague and does not demonstrate a clear understanding of using tools or structured planning to meet deadlines. To improve, Nandani could have detailed specific tools or methods she uses to prioritize tasks, such as creating task lists or using spreadsheets to track progress, similar to the benchmark response.'),(1201,304,201,735,236,'Thank you for your time! It was a pleasure speaking with you. We will be in touch regarding the next steps in the hiring process. Make sure to click the End button to exit the interview. ','','Thank you for the opportunity to interview with Innovatiview. I enjoyed our conversation and learning more about the role and the company. I look forward to the possibility of working together. Please feel free to reach out if you need any more information from my side. Have a great day!','0/10','Nandani did not provide a response to the closing statement in the interview, which is a missed opportunity to express gratitude and enthusiasm for the role. A response similar to the benchmark would have demonstrated professionalism and interest in the position. For future interviews, Nandani should consider preparing a closing statement that reflects appreciation and eagerness to join the company.'),(1213,306,211,731,236,'Can you please walk me through how you have used Google Sheets to automate reporting tasks in your previous roles?','','Certainly. In my previous roles, I extensively used Google Sheets to automate reporting tasks. For instance, I created automated reports by utilizing formulas, pivot tables, and charts. I often used functions like VLOOKUP and data validation to ensure accuracy and efficiency. Additionally, I implemented Google Apps Script to automate repetitive tasks, such as generating daily, weekly, and monthly reports. This not only saved time but also improved the accuracy of the data. By doing so, I was able to provide timely insights and support data-driven decision-making for the teams I worked with.','3/10','Gaurav\'s response lacks depth and specificity regarding the use of Google Sheets for automating reporting tasks. While his resume indicates experience with Excel and some Google Sheets functions, he does not elaborate on specific automation techniques or the use of Google Apps Script, which are crucial for the role. A more detailed response could have included examples of specific tasks automated, the functions used, and the impact on efficiency and decision-making. This would better demonstrate his applied experience and knowledge in line with the job requirements.'),(1214,307,200,734,236,'Can you please walk me through how you have used Google Sheets to automate reporting tasks in your current or past role?','','In my previous role as an MIS Executive, I extensively used Google Sheets to automate reporting tasks. Here\'s how I approached it: I started by identifying repetitive reporting tasks that could benefit from automation. Then, I utilized Google Sheets\' advanced features like formulas, pivot tables, and scripts to streamline these processes. For instance, I created automated dashboards that pulled data from various sources, applied necessary transformations, and updated in real-time. This not only reduced manual effort but also improved data accuracy and accessibility. Additionally, I used Google Apps Script to automate data fetching and report generation, ensuring that stakeholders had timely access to critical insights. This approach significantly enhanced our reporting efficiency and supported data-driven decision-making across the organization.','3/10','Ishant\'s response lacks detail and depth in demonstrating his experience with Google Sheets for automating reporting tasks. While his resume indicates proficiency in Excel and Power BI, he does not provide specific examples or mention using Google Sheets, which is crucial for the role. A more detailed response could have included examples of specific tasks automated, the use of Google Sheets features like formulas or scripts, and the impact on efficiency and decision-making. This would better align with the job description\'s requirements for expertise in Google Sheets and automation.'),(1215,308,211,731,236,'Can you please tell me about a time when you used Google Sheets to automate a reporting process? What challenges did you face?','I face many challenges while doing Google sheet to automate for automate report like many time multiple person used to Google sheet for the preparing report so I have face challenges one challenges is safe problem like if someone create a report but if anyone not save the excel then the data is not saved so that\'s my very big challenge on while doing automate report in Google sheet\n','Certainly, let me clarify this. In my previous role, I was tasked with automating a monthly sales report using Google Sheets. The goal was to streamline the process and reduce manual entry errors. I used Google Sheets\' formulas and scripts to pull data from various sources and generate the report automatically. One of the challenges I faced was ensuring data integrity, as multiple team members accessed the sheet simultaneously. To address this, I implemented data validation rules and set permissions to control editing rights. Additionally, I used Google Apps Script to create a version control system, which helped track changes and prevent data loss. This automation not only saved time but also improved the accuracy of our reports.','3/10','Gaurav\'s response lacks depth and clarity. He mentions facing challenges with data saving in Google Sheets but does not elaborate on how he addressed these issues or how he used Google Sheets to automate the reporting process. The response is vague and does not demonstrate a strong understanding of Google Sheets\' capabilities or problem-solving skills. A better response would have included specific examples of using formulas, scripts, or data validation to automate reports and manage access issues.'),(1216,308,211,731,236,'Let’s dive into this — could you walk me through how you have used data analysis techniques to identify trends or anomalies in your MIS reports?','Sorry, can you please ask me once more because I didn\'t understand your question.\n','In my role as an MIS Operation Executive, I regularly use data analysis techniques to identify trends and anomalies in our reports. For instance, I often employ pivot tables and various Excel functions like VLOOKUP and SUMIFS to process and analyze large datasets. This helps me spot patterns or irregularities in the data. For example, while working with US Healthcare timesheets, I noticed a recurring discrepancy in the payroll data. By digging deeper, I was able to trace it back to a specific data entry error, which we then corrected to ensure accuracy. Additionally, I use conditional formatting to highlight anomalies, making it easier to address them promptly. This approach not only helps in maintaining the integrity of our reports but also supports data-driven decision-making.','0/10','Gaurav\'s response indicates a lack of understanding of the question, which is critical for an MIS Analyst role requiring data analysis skills. He did not provide any information on his experience or techniques used in data analysis, which is essential for identifying trends or anomalies. A more effective response would have included specific examples of tools and methods used, such as pivot tables, VLOOKUP, and conditional formatting, as outlined in the benchmark response.'),(1217,308,211,731,236,'Moving on, can you please explain how you have built dashboards or visual reports for management using Google Sheets or any other tool?','yes I have used many tools like pivot table and pivot table for the dashboard and charts and many tools I have used in for the preparing MIS report.\n','In my experience, building dashboards and visual reports for management using Google Sheets involves a few key steps. First, I gather and organize the necessary data from various sources to ensure accuracy and completeness. Then, I use Google Sheets\' advanced features like pivot tables, charts, and conditional formatting to create dynamic and interactive dashboards. I often incorporate formulas and Google Apps Script to automate data updates and enhance functionality. This approach allows management to easily interpret data trends and make informed decisions. Additionally, I ensure that the dashboards are user-friendly and visually appealing to facilitate quick insights.','3/10','Gaurav\'s response lacks depth and specificity. He mentions using pivot tables and charts but does not elaborate on the process or tools used in building dashboards or visual reports. The response does not demonstrate an understanding of key steps such as data gathering, organization, or the use of advanced features like Google Apps Script for automation. To improve, Gaurav could have detailed his approach to creating dashboards, including data organization, use of specific Google Sheets features, and ensuring user-friendliness.'),(1218,308,211,731,236,'Here’s the situation — you are asked to consolidate data from multiple departments into a single MIS report. How would you ensure data accuracy and consistency?','yes first of all I am showing this for a MIS report like first of all I am shown this if everything is the same headline and all data is same then I consolidate the data then I am very sure that the DMIS report is completely good.\n','To ensure data accuracy and consistency when consolidating data from multiple departments into a single MIS report, I would start by establishing a clear understanding of the data requirements and standards for the report. I would coordinate with each department to ensure they provide data in a consistent format, using standardized templates if necessary. Next, I would perform data validation checks to identify any discrepancies or errors, such as duplicate entries or missing information. I would use tools like pivot tables and VLOOKUP in Google Sheets to cross-verify and reconcile the data. Additionally, I would maintain open communication with the departments to clarify any inconsistencies and ensure that any corrections are made promptly. Finally, I would document the process and any assumptions made to maintain transparency and facilitate future data consolidation efforts.','2/10','Gaurav\'s response lacks depth and clarity in addressing the question of ensuring data accuracy and consistency when consolidating data. He mentions checking if everything is the same but does not elaborate on specific methods or tools to ensure accuracy, such as data validation checks or using pivot tables and VLOOKUP. His response does not demonstrate a comprehensive understanding of the process or the necessary steps involved. A more detailed explanation involving data validation, coordination with departments, and use of specific tools would have been more appropriate.'),(1219,308,211,731,236,'Can you please share an example where you had to coordinate with cross-functional teams to gather data for a report? How did you manage different expectations?','basically my work is also preparing report like if any like if any department want to any type of report then I will I will prepare the report as per the department like if any any department want to report like how many cases are pending and how many cases has been done then I will prepare report and send it them\n','In my current role as an MIS Operation Executive at Apex Sourcing and Info Services Pvt Ltd, I frequently coordinate with various departments to gather data for comprehensive reports. For instance, when tasked with generating a monthly performance report, I collaborate with teams from finance, operations, and HR to collect relevant data. To manage different expectations, I begin by clearly understanding each department\'s requirements and timelines. I maintain open communication channels, often setting up regular check-ins to ensure everyone is aligned. By using Google Sheets, I create shared documents where team members can input their data, which helps in maintaining transparency and accuracy. Additionally, I prioritize tasks based on urgency and impact, ensuring that the final report meets the needs of all stakeholders while adhering to deadlines. This approach not only facilitates efficient data collection but also fosters a collaborative environment.','3/10','Gaurav\'s response lacks depth and specificity. He mentions preparing reports for different departments but does not provide a detailed example or explain how he manages expectations or coordinates with cross-functional teams. The response is vague and does not demonstrate a structured approach or use of tools like Google Sheets for collaboration, as highlighted in the benchmark response. To improve, Gaurav could have described a specific instance, detailing the departments involved, the data collection process, and how he ensured alignment and accuracy.'),(1220,308,211,731,236,'Let’s dive deeper — imagine you are tasked with creating a dynamic Google Sheet that updates automatically from multiple sources. How would you approach this technically?','Yes, I don\'t think, I don\'t think, approach in technically.\n','To create a dynamic Google Sheet that updates automatically from multiple sources, I would start by identifying the data sources and ensuring they are accessible. I would use Google Sheets\' built-in features like ImportRange to pull data from other Google Sheets. For data from external sources, I would consider using Google Apps Script to automate data fetching. This script can be scheduled to run at regular intervals, ensuring the sheet is always up-to-date. Additionally, I would use functions like VLOOKUP and pivot tables to organize and analyze the data effectively. Ensuring data accuracy and integrity would be a priority, so I would implement data validation checks. This approach allows for seamless integration and real-time updates, facilitating efficient data management and decision-making.','1/10','Gaurav\'s response lacked depth and technical insight into creating a dynamic Google Sheet that updates automatically from multiple sources. He did not provide any specific methods or tools that could be used, such as ImportRange, Google Apps Script, or data validation techniques, which are crucial for this task. A more detailed response would have included identifying data sources, using automation scripts, and ensuring data accuracy, aligning with the job\'s requirements for proficiency in Google Sheets and data handling.'),(1221,308,211,731,236,'Here’s a challenge — suppose your automated MIS report suddenly shows incorrect data due to a formula error. How would you identify and fix the issue quickly?','First of all I have clicked F2 button then in formula cell we are showing the error then I have quickly corrected the same.\n','To address a formula error in an automated MIS report, I would first review the specific data range or cell where the error is occurring. I would use the auditing tools available in Google Sheets, such as the formula auditing feature, to trace the formula and identify the source of the error. If the error is due to incorrect cell references or a misapplied function, I would correct these immediately. Additionally, I would check for any recent changes in the data source that might have affected the formula. After making the necessary corrections, I would run a few test cases to ensure the formula now produces accurate results. Finally, I would document the issue and the solution for future reference, and communicate with the relevant team members to prevent similar issues from occurring again.','2/10','Gaurav\'s response lacks depth and detail. He mentions using the F2 button to correct errors, which is a basic action for editing formulas but does not demonstrate a comprehensive approach to identifying and fixing formula errors. The benchmark response outlines a thorough process involving auditing tools, checking data sources, and documenting solutions, which Gaurav\'s response does not cover. Gaurav could improve by discussing specific tools and methods for error identification and correction, as well as emphasizing the importance of testing and documentation.'),(1222,308,211,731,236,'Moving forward, can you please tell me how you have used Google Workspace tools like Docs, Slides, or Drive to enhance your MIS reporting workflow?','Yes, if I create dynamic MIS report, then I will use Google Workspace tool like Slider, Dock and Drive to enhance my MIS report.\n','In my experience, Google Workspace tools have been invaluable in enhancing my MIS reporting workflow. For instance, I use Google Docs to document processes and create detailed reports that can be easily shared and collaborated on with team members. Google Slides is particularly useful for creating presentations that summarize key data insights and trends, which I can present to stakeholders in a clear and engaging manner. Google Drive serves as a centralized repository where I store all my reports and data files, ensuring they are accessible to the team and securely backed up. This integration of tools helps streamline communication and improves efficiency in managing and sharing information.','3/10','Gaurav\'s response indicates a basic understanding of using Google Workspace tools for MIS reporting but lacks depth and specificity. He mentions using \"Slider, Dock and Drive,\" which seems to be a misstatement of the actual tools (Slides, Docs, and Drive). The response does not provide detailed examples or insights into how these tools enhance his workflow, unlike the benchmark response, which outlines specific uses and benefits. A better response would include examples of how he uses each tool to improve reporting efficiency and collaboration.'),(1223,308,211,731,236,'Can you please share an experience where you used Microsoft Excel’s advanced functions like VBA or Macros to optimize a repetitive reporting task?','Yes, basically if I work in big data in excel then I will use VBA code like if I data mention in excel file like again and again border and auto fit and auto row and auto spelling check then I will use VBA like VBA code then entire sales and whatever you code like sales dot entire column dot auto fit like this. So my excel work my excel work to my excel work is enhanced and smoothly working fastly.\n','In my previous role, I had the opportunity to work extensively with Microsoft Excel, particularly using VBA and Macros to streamline repetitive tasks. One specific instance was when I was tasked with generating weekly sales reports that involved compiling data from multiple sources and applying consistent formatting. Initially, this process was quite time-consuming, as it required manual data entry and formatting adjustments. To optimize this, I developed a VBA macro that automated the data import process, applied necessary formatting like borders and auto-fit columns, and even performed spell checks. This macro reduced the time spent on report generation by over 50%, allowing me to focus more on data analysis and insights. The automation not only improved efficiency but also ensured consistency and accuracy in our reporting tasks.','3/10','Gaurav\'s response indicates a basic understanding of using VBA for automating tasks in Excel, but lacks clarity and depth. He mentions using VBA for formatting tasks like borders and auto-fit, but does not provide a specific example or demonstrate a comprehensive understanding of how these automations improve efficiency or accuracy. The response is vague and lacks the detailed explanation and impact described in the benchmark response. To improve, Gaurav could provide a specific example of a task he automated, the VBA code used, and the resulting benefits.'),(1224,308,211,731,236,'Lastly, could you tell me about a time when you optimized a reporting process to save time? What steps did you take and what was the impact?','When I optimize the reporting process to save time, then I will use macros and VBA so that my work is fast and making the report dynamic and automatic.\n','In my previous role as an MIS Operation Executive, I identified that our monthly reporting process was taking up a significant amount of time due to manual data entry and formatting. To address this, I developed a solution using Excel macros and VBA scripts. First, I automated the data extraction from our internal systems, which reduced the time spent on manual data entry. Then, I created macros to format the reports automatically, ensuring consistency and accuracy. Additionally, I implemented dynamic dashboards using pivot tables and charts, allowing for real-time data analysis. As a result, we were able to cut down the reporting time by 50%, which not only improved efficiency but also allowed the team to focus on more strategic tasks. This optimization had a positive impact on our decision-making process, as we could now access up-to-date information more quickly.','3/10','Gaurav\'s response is quite basic and lacks the depth and specificity found in the benchmark response. While he mentions using macros and VBA to make reports dynamic and automatic, he does not provide detailed steps or examples of how he implemented these tools to optimize reporting processes. The benchmark response, on the other hand, provides a clear example, detailing the steps taken and the impact of the optimization. Gaurav could improve by providing a specific example of a reporting process he optimized, including the tools and methods used, and the resulting impact on efficiency and decision-making.'),(1225,308,211,731,236,'Thank you for your time! It was a pleasure speaking with you. We will be in touch regarding the next steps in the hiring process. Make sure to click the End button to exit the interview. ','','Thank you for the opportunity to interview with Innovatiview. It was a pleasure discussing my experience and how it aligns with the role. I look forward to the possibility of contributing to your team. Please feel free to reach out if you need any more information from my side. Have a great day!','0/10','Gaurav\'s response to the closing statement of the interview was non-existent, as there was no transcript provided for his reply. In comparison to the benchmark response, which is polite and expresses gratitude and enthusiasm for the role, Gaurav\'s lack of response is not ideal. A better response would have been to thank the interviewer, express interest in the role, and offer to provide any additional information if needed.'),(1228,309,200,734,236,'Can you please walk me through how you have used Google Sheets to automate reporting tasks in your current or past role?','','In my previous role, I frequently used Google Sheets to automate reporting tasks. Let me clarify this: I utilized formulas and pivot tables to streamline data analysis and create dynamic reports. By using Google Apps Script, I automated data retrieval and report generation, which significantly reduced manual effort. For instance, I set up scripts to automatically pull data from various sources and update our dashboards in real-time. This approach not only saved time but also ensured accuracy and consistency in our reports. Additionally, I collaborated with different departments to tailor these automated reports to meet specific needs, thereby supporting data-driven decision-making across the organization.','1/10','Ishant\'s response lacks depth and specificity regarding the use of Google Sheets for automating reporting tasks. The benchmark response highlights the use of Google Apps Script for automation, which is not mentioned by Ishant. Additionally, the benchmark response provides examples of collaboration and specific techniques used, which are absent in Ishant\'s answer. To improve, Ishant could have detailed specific tasks automated with Google Sheets, mentioned any use of Google Apps Script, and described collaboration with other departments to enhance report utility.'),(1229,311,212,746,236,'Can you please walk me through how you have used Google Sheets to automate reporting tasks in your previous roles?','In my previous role as a data quality coordinator, I mostly use Google Sheets and Microsoft Excel. There we used to have reports and all the reports needs to be cross-validated against different systems. So we used to keep a validation, we used to mostly use validation tools and pivot tables to create a table or a chart where we could spot if there\'s any one department where we were getting more data inconsistencies. So tables and validation tool was mainly the main tools that we used to use. And the formulas like sum and if statements also, which was not used as much, but it was used a bit, I guess.\n','In my previous roles, I extensively used Google Sheets to automate reporting tasks. One of the key ways I achieved this was by leveraging formulas and pivot tables to streamline data validation and reporting processes. For instance, I set up automated data validation rules to ensure that incoming data met specific criteria, which helped in maintaining accuracy and consistency across reports. Additionally, I utilized pivot tables to dynamically summarize and analyze data, allowing us to quickly identify trends and discrepancies. I also incorporated Google Apps Script to automate repetitive tasks, such as updating reports and sending notifications, which significantly improved efficiency and reduced manual effort. This approach not only enhanced the accuracy of our reports but also allowed the team to focus more on data analysis and strategic decision-making.','4/10','Nikita Maria\'s response indicates familiarity with Google Sheets and Excel, mentioning the use of validation tools and pivot tables. However, the explanation lacks depth and specifics on automation, such as using Google Apps Script or advanced formulas for automating tasks, which are crucial for the role. The response could be improved by detailing specific automation techniques and the impact on reporting efficiency. For example, mentioning the use of Google Apps Script for automating repetitive tasks or setting up data validation rules would demonstrate a deeper understanding and application of automation in reporting.'),(1230,311,212,746,236,'Let’s dive into this — could you share an example where you performed complex data analysis using Google Sheets, and what insights you derived?','','In my previous role as a Data Quality Coordinator, I often used Google Sheets for complex data analysis. One notable project involved analyzing patient data to identify trends in appointment delays. I utilized advanced formulas and pivot tables to organize and summarize the data, which allowed me to pinpoint specific departments that were consistently experiencing delays. By creating charts and visualizations, I was able to present these findings to the management team clearly. This analysis led to the implementation of targeted process improvements, which ultimately reduced appointment delays by 20%. This experience highlighted the power of Google Sheets in transforming raw data into actionable insights, driving operational efficiencies.','0/10','Nikita Maria\'s response is missing from the transcript, making it impossible to evaluate her fitment for the question. Without her actual response, I cannot assess her knowledge, depth, or relevancy in using Google Sheets for complex data analysis. Ideally, she should have provided a detailed example of a project where she used advanced features of Google Sheets, such as formulas and pivot tables, to derive actionable insights and improve processes, similar to the benchmark response.'),(1278,316,196,730,236,'Let’s start with your experience in Google Sheets. Can you please share how you have used formulas or pivot tables to automate reporting tasks in your previous roles?','आई मा� Literally क्कौनल अरेक आपका कोटिक ओट एमीश् काठे क्योन विडियो For my report, I make old emails with old db or db is also formular विडियो को पिविट में संब्री बना कर उसको संब्राइस करता हूँ ताकि वो डेटा अच्छे से समझ जा सके तो विडियो को पिविट में संब्राइस करता हूँ ताकि वो डेटा अच्छे से समझ जा सके\n','In my previous roles, I\'ve extensively used Google Sheets to automate reporting tasks. For instance, I utilized formulas such as VLOOKUP and IF statements to streamline data retrieval and validation processes. Additionally, I employed pivot tables to summarize large datasets, which allowed me to create dynamic reports that provided insights into key performance indicators. This automation not only improved efficiency but also ensured that the data was accurate and easily accessible for decision-making purposes.','2/10','Dileep\'s response lacks clarity and depth, making it difficult to assess his proficiency with Google Sheets. He mentions using pivot tables and formulas but does not provide specific examples or detail on how these tools were used to automate reporting tasks. The response is vague and does not demonstrate a clear understanding of the tools or their application in a professional setting. To improve, Dileep could have elaborated on specific formulas or pivot table configurations used, similar to the benchmark response, to showcase his expertise.'),(1279,316,196,730,236,'Moving on, could you describe a situation where you analyzed raw data in Google Sheets to identify trends or patterns that influenced business decisions?','इन Google Sheet अगर आपको अपना डेटा अगर आपको ठीक से दिखाना होता तो उसके लिए आपका डेटा आपको पीविट के फ़ुरो दिखा सकते हो क्योंकि पीविट ऐसी चीज़ है जो आपको सम्राइश करके दिखाएगा इध्याम अच्छी करनी कैसे और सामनी वाला भी डेटा आपको समझ जाएगा जब पीविट के फ़ुरो आप दिखाओगा उसमें मैनेजर होगा उसमें आपका हर चीज़ आपको अक्टॉर्डिंग टू क्लाइन्ट आप पीविट लगातर उसमें दिखा सकते हो कि वो आपका पेपर पीविट में कैसे द सह लगता है पीविट और अगर आपको पीविट के फ़ुरो अगर अपनी कम्पनी जी ग्रोथ दिखाने या ये कैसे दिखाने या वो आप पीविट के फ़ुरो एजिनी उसको समझ जाएगा ज़िखा सकते हो और पीविट एक आपकी पीपडे के लिए भूँत �\n','Let me clarify this by sharing an experience from my role as an MIS Analyst. I was tasked with analyzing sales data to identify trends that could help improve our sales strategy. Using Google Sheets, I collected raw sales data from various departments and organized it into a structured format. I utilized pivot tables to summarize the data, which allowed me to quickly identify patterns in sales performance across different regions and time periods. By visualizing this data through charts, I was able to highlight key trends, such as seasonal fluctuations in sales and underperforming regions. These insights were presented to the management team, which led to strategic adjustments in our marketing efforts and resource allocation, ultimately boosting our sales performance. This experience taught me the importance of data analysis in driving informed business decisions.','2/10','Dileep\'s response lacks clarity and depth. While he mentions using pivot tables in Google Sheets, he does not provide a specific example or detail how this analysis influenced business decisions. The response is vague and does not demonstrate the application of data analysis to drive strategic outcomes. An ideal response would include a specific scenario, the process of data analysis, and the impact of the findings on business decisions. Dileep should aim to provide a structured example similar to the benchmark response to better showcase his analytical skills.'),(1280,316,196,730,236,'Let’s dive into this—how have you ensured the accuracy and integrity of MIS reports you prepared, especially when handling large datasets?','कद भी आपको अपना Data किसी को ठेजेना हो तो अपने पीडेश रिपोर्ट के काम करेंगे पतह लग जाएगा. अपने पीडेश रिपोर्ट के काम करेंगे पतह लग जाएगा.\n','Ensuring the accuracy and integrity of MIS reports, especially when dealing with large datasets, involves several key practices. Firstly, I always start by validating the data sources to ensure that the information being used is reliable and up-to-date. I make use of Google Sheets\' data validation features to prevent incorrect data entry. Additionally, I utilize formulas and pivot tables to cross-check data for consistency and identify any discrepancies. Regular audits of the data are conducted to catch errors early. I also ensure that all calculations and formulas are double-checked for accuracy. Collaborating with team members to verify data points and report findings is another crucial step. Lastly, maintaining a clear documentation process helps in tracking changes and understanding the data flow, which is essential for maintaining data integrity over time.','1/10','Dileep\'s response lacks depth and specificity regarding the practices for ensuring accuracy and integrity of MIS reports. It does not address key aspects such as data validation, use of formulas, or regular audits, which are critical for handling large datasets. The response is vague and does not demonstrate the necessary knowledge or skills expected for the role of an MIS Analyst. To improve, Dileep could have detailed specific methods or tools used to maintain data accuracy and integrity, similar to the benchmark response.'),(1281,316,196,730,236,'Here’s the situation: Imagine you need to visualize monthly performance trends for multiple teams. Can you please explain your approach to creating effective dashboards or charts in Google Sheets?','सबसे पहले अगर आपको चार्ट में दिखाना हो तो आपके पास एड्डम नंबर होने के फीविट के तुरुव अप फीविट के तुरुव चार्ट पे उस P2P को आप दिखा सकते हो कि पर्फोर्मर अगर आपको सबसे दिखाना जाने को आपके पास एड्डम नंबर होने के फियविट के तुरुव और पास वो दिखले जाने को एक गूगल ने पर करस्त्र्य दिखा सकते है अगर आपको पिपिती न लेख सकते हैं तो पिपिटी में आपके नंबर के बास सिखे जाने के लिए थो जाने जाएगां कि फियविट के अदर आप पर फियविट को बना ता यह नंबर के डालेजाक ता लेखसे जाएगां अगर आपको पिपिती न लेख सकते हैं तो पिपिटी में आपके नंबर के बास सिखे जाने के लिए थो जाएगां\n','To create effective dashboards or charts in Google Sheets for visualizing monthly performance trends across multiple teams, I would start by gathering all relevant data from each team to ensure I have a comprehensive dataset. Next, I would organize this data in a structured format within Google Sheets, using columns for different metrics and rows for each month. I would then utilize pivot tables to summarize the data, allowing me to easily compare performance across teams and time periods. For visualization, I would choose appropriate chart types, such as line charts for trends over time or bar charts for comparing team performances. I would also use conditional formatting to highlight key insights or anomalies. Additionally, I would ensure the dashboard is interactive by incorporating filters and slicers, enabling users to focus on specific teams or metrics. Finally, I would regularly update the dashboard to reflect the most current data and share it with stakeholders for ongoing performance tracking and decision-making.','2/10','Dileep\'s response lacks clarity and depth in explaining the approach to creating effective dashboards or charts in Google Sheets. The response is fragmented and does not provide a structured methodology or mention key elements such as data organization, use of pivot tables, or chart types. The benchmark response outlines a comprehensive approach involving data gathering, organization, visualization, and interactivity, which is missing in Dileep\'s answer. A more detailed explanation with specific steps and tools would have demonstrated better understanding and proficiency.'),(1282,316,196,730,236,'That brings me to cross-functional communication. Can you please tell me about a time you collaborated with other departments to gather or validate data for a report?','अपका अपका situation करती है कि आपकी situation आपको क्या वो data कैसे वो देखना चाते है या उसको कैसे दिखाना चाते है या मतलब किस वीडियो वो देखना चाते है क्या उनकी requirement है वो depend उसके लिए होता है वैसे देखो मेरे को चाहता हूँ है अपना डेटा बनाते हो तो मुझे कहा ऐसे कभी कोई situation ऐसे कभी आई नहीं है बट अगर ऐसे situation आते तो मैं उसको इसलिए handle कर सकता हूँ मैं मेरी ये चीज़ होती है अगर सपोस मैंने एक महिला ताले मैंने उसको डेटा भीजा है सपोस करो उसका 90% है on time और मुझे भी मैं next month अगर मैं भीज रहा हूँ अगर वो 80% है तो मुझे वहाँ doubt है देखो अगर आपका डेटा आपको पता है कि आप 90% जा रहा है आपक मेरे को बता पाईगी कि मैं कहां गल्टी कर रहा हूँ कहां नहीं कर रहा हूँ लेकिन मेरी जो accurate quality रहती है वो mostly 100% रहती है क्योंकि मैं report दिये था कि पूरी knowledge है क्योंकि right now मैं बात करता हूँ बेटा फ्लो और मैंस डेपार्टमें तो त्यार पर मैं हमेशा अपने भी पूरी बीच वालिटी के लिए रेपोर्ट देखता हूँ जो बीच अपने सिक्षिया ना और वो डिपन्ट कर रहा है कि उनकी रेकौरमेंट की आप कैसे देखना चाहते हैं लेकस बाइब\n','In my previous role as an MIS Analyst, I had a situation where I needed to collaborate with the finance and operations departments to gather data for a comprehensive monthly performance report. The finance team provided the revenue figures, while the operations team shared productivity metrics. I initiated a series of meetings to ensure we were aligned on the data requirements and formats. By working closely with both teams, I was able to validate the data accuracy and address any discrepancies. This collaboration not only improved the quality of the report but also fostered a better understanding between departments, ultimately supporting more informed decision-making.','2/10','Dileep\'s response lacks clarity and specific examples of cross-functional collaboration. He mentions handling data accuracy and quality but does not provide a concrete instance of working with other departments. The response is vague and does not demonstrate the depth of experience expected for the role. A more effective response would include a specific example of collaboration, detailing the departments involved, the data gathered, and the outcome of the collaboration, similar to the benchmark response provided.'),(1283,316,196,730,236,'Let’s discuss a technical scenario. Suppose you are tasked with consolidating data from different sources in Google Sheets for an IT infrastructure project. Can you please walk me through your step-by-step approach to ensure data consistency and accuracy?','अगर मुझे अगर कोई देटा दोता तो मैं सबसे पहले ये चीज़ देखता हूँ कि उसमें कोई नंबर रिपीट तो नहीं हो रहे या मतलब डुप्लीकेशी तो नहीं आ रही मैं पहले उसको एकड़म प्रॉपर तरीके से अपने वे में दोना देटा दो मैं देखना चाहता हूँ कि उसमें कोई दुप्लीकेशी नहीं हो और कोई डेटा डुप्लीकेशी नहीं लग गया हो या कोई जो उसके कॉलम्स वादे पीछे नहीं हो मैं वो चीज़ को बहुत ज़धा फोकस करता हूँ कि बिकोऽस अमन मैं देटा दो मैं सबोर्व में एक डेट आ रही है मैं डेट आ रही है मेरे दस और मेरे डेट का कॉलम किंगी आगे चला जाओ उसके इंचर्फ का नेव आ रहा है तो मैं अपने डेटा एक एक बीच देता हूँ कि सबसे पहले मैं अपनी खूद को सटिस्टरेक्शन देने के लिए मैं पूरी रे कॉलम चेर करता हूँ चीक है और मैं डेटा में ये भी रेटा हूँ किसी का डुपलिकेशी नहां हो किसी का मल्टीप Ho save... ho save... Collapse one and data and data eskyllíaukee project Data Data Data Data Data Data Data Data Data Data\n','To ensure data consistency and accuracy when consolidating data from different sources in Google Sheets for an IT infrastructure project, I would follow a structured approach. First, I would start by gathering all the data sources and understanding the format and structure of each dataset. This includes identifying key fields and any unique identifiers that can help in merging the data accurately. Next, I would import the data into Google Sheets, ensuring that each dataset is placed in a separate sheet to maintain clarity.\n\nOnce the data is imported, I would perform a thorough data cleaning process. This involves checking for duplicates and inconsistencies, such as mismatched data types or missing values, and resolving them to ensure uniformity. I would use Google Sheets functions like UNIQUE and conditional formatting to highlight and remove duplicates.\n\nAfter cleaning the data, I would consolidate it into a master sheet. This involves using functions like VLOOKUP or INDEX and MATCH to accurately merge data based on common fields. I would also create pivot tables to summarize and analyze the data, ensuring that the consolidated data reflects accurate insights.\n\nThroughout the process, I would validate the data by cross-referencing with the original sources to ensure accuracy. Finally, I would set up data validation rules and automated checks to maintain data integrity over time. This structured approach helps in delivering reliable and consistent data for the project.','3/10','Dileep\'s response lacks clarity and depth in addressing the technical scenario of consolidating data in Google Sheets. While he mentions checking for duplicates, the response does not provide a structured approach or mention specific tools and techniques like VLOOKUP, INDEX, or data validation rules, which are essential for ensuring data consistency and accuracy. To improve, Dileep could have detailed the steps of data gathering, cleaning, and consolidation, and mentioned using Google Sheets functions for validation and analysis.'),(1284,316,196,730,236,'Now, imagine you encounter inconsistent or missing data during this consolidation. Can you please explain how you would identify and resolve these issues to maintain report reliability?','अब मैं आपको उसने एक चीज मताता हूँ कभी भी हमें आदि कभी भी डेटा लेना हो तो आप अपने प्रीवेस्ट नंबर देखोगे मैंने आपको फिर वोई सेंची करता हूँ अगर आपको लगता है कि आपके प्रीवेस्ट नंबर कम आरे कि आपके प्रीवेस्ट नंबर नंबर नीरिक काज है क्योंकि आपके बाना हो रहे है छोड़ दी मैंने 90 % नंबर over तो आप समझ सकते है कि इस समय मांत मैं 80 नंबर किसा तो आप समझते है कि इस data में कुछ निस्सीन है जिसके कारण वो data काम आ रहा है अगर वो ही अगर मैं वो data को उसके number काम करके निफाँ जा तो उसमें भी आपके data percentage काम हो जाएगी तो आप identify कर सकते हो तो previous data को currently data से match रहे है उसमें आपके identify हो जाएगा कि उसका number कितना है उसके number comparison करो उसकी percentage comparison करो में आपके number से पता लगजाएगा अगर सपोर्ज आप देखो एक मैंने आगर मैं 10,000 number आते हैं तो मैं दूसरे number अगर मैं देखना चाहूँगा अगर वहाँ मेरे 20,000 आ रहे हैं तो जैसी बात है number जादर से यादर 2,000 कम हो जाएगा, 3,000 कम हो जाएगा, 12,000 कम हो जाएगा न तो यही चीज़ इसमें है कि आप अपने number को comparison करके देख सकते हो तो आपको पता लग जाएगा कि डेटा में कुछ missing आएगा, डेटा में कम number आएगा तो that\'s why\n','When encountering inconsistent or missing data during consolidation, my first step would be to conduct a thorough review of the data sources to identify any discrepancies or gaps. I would compare the current data with historical data to spot any significant deviations or missing entries. For instance, if I notice a sudden drop in numbers where there shouldn\'t be, it could indicate missing data. I would then cross-verify these findings with the respective data owners or departments to confirm the accuracy and completeness of the data. Additionally, I would use data validation techniques in Google Sheets, such as setting up rules to flag anomalies or missing values. Once identified, I would work on correcting these issues by either retrieving the missing data or adjusting the inconsistencies, ensuring that the final consolidated report is reliable and accurate.','3/10','Dileep\'s response indicates a basic understanding of identifying missing data by comparing current data with historical data. However, the explanation lacks depth and clarity in terms of specific steps or techniques used to resolve inconsistencies. The response does not mention cross-verification with data owners or using data validation techniques, which are crucial for ensuring data accuracy. To improve, Dileep could have detailed the process of identifying discrepancies and the methods used to correct them, such as setting up validation rules in Google Sheets.'),(1285,316,196,730,236,'Moving on, can you please share your experience using Google Workspace tools like Docs or Slides to support your reporting or presentation needs?','समक्या कि आप प्रेटी ट्राइट कर देखने के लिए काम खेल हो जाएँ तो गोल्ब के लिए ज़िन प्रेटी ट्राइट कर देखने के लिए गरती करता हैं वाव आवसे मैंं के तारीक हाँ रूप जुप की खिलिके पास नहीं तारीक नहीं देखने\n','In my previous roles, I\'ve extensively used Google Workspace tools like Docs and Slides to enhance my reporting and presentation efforts. For instance, I often utilized Google Docs to draft and collaborate on reports, ensuring that all team members could provide input and feedback in real-time. This was particularly useful when preparing comprehensive reports that required input from various departments. Additionally, I used Google Slides to create visually engaging presentations for management reviews and client meetings. These presentations often included data visualizations and key insights derived from our reports, which helped in effectively communicating our findings and recommendations. The integration of these tools with Google Sheets also allowed for seamless data updates and ensured that our presentations were always based on the most current data available.','1/10','Dileep\'s response lacks clarity and depth regarding his experience with Google Workspace tools like Docs or Slides. The response does not provide any specific examples or insights into how these tools were used to support reporting or presentation needs. In contrast, the benchmark response highlights specific use cases, collaboration, and integration with other tools, which are crucial for the role. Dileep could improve by providing detailed examples of how he has utilized these tools in past roles to create reports or presentations.'),(1286,316,196,730,236,'Let’s talk about Microsoft Excel and Google Apps Script. Can you please describe a situation where you used either tool to automate a repetitive reporting task?','20250428_191915','In my role as an MIS Analyst at Data Flow Group, I frequently used Microsoft Excel to automate repetitive reporting tasks. One specific instance involved generating daily verification team reports. Initially, this task required manual data entry and formatting, which was time-consuming. To streamline the process, I developed a macro in Excel that automated data extraction from various sources, applied necessary formatting, and generated the final report. This not only saved time but also reduced the potential for human error. Additionally, I utilized Google Apps Script to automate the distribution of these reports via email to relevant stakeholders, ensuring timely delivery and enhancing overall efficiency.','0/10','Dileep\'s response lacks any relevant information or context regarding the use of Microsoft Excel or Google Apps Script to automate a repetitive reporting task. The response provided is a string of numbers, which does not address the question or demonstrate any knowledge or experience. To improve, Dileep could have described a specific instance where he used Excel macros or Google Apps Script to automate a task, highlighting the process and benefits achieved.'),(1287,316,196,730,236,'Thank you for your time! It was a pleasure speaking with you. We will be in touch regarding the next steps in the hiring process. Make sure to click the End button to exit the interview. ','','Thank you for the opportunity to interview with Innovatiview. I appreciate the chance to discuss my experience and how it aligns with the role. I look forward to hearing from you about the next steps. Have a great day!','0/10','Dileep\'s response to the closing statement of the interview was not recorded. Without a response, it is impossible to assess his ability to conclude the interview professionally or express enthusiasm for the role. A more fitting response would have been to express gratitude for the opportunity, mention alignment with the role, and show eagerness for the next steps, as seen in the benchmark response.'),(1288,317,4,745,236,'Let’s start by discussing your experience with Google Sheets. Can you please share how you have used advanced formulas or pivot tables to manage large datasets in your previous roles?','Yes, so for adding advanced formula in pivot table, I used to combine rows and columns into categories and then understand that what formula is required and then use to apply.\n','Certainly. In my previous roles, I extensively used Google Sheets to manage large datasets by leveraging advanced formulas and pivot tables. For instance, I utilized pivot tables to summarize and analyze data by creating dynamic reports that could quickly highlight trends and patterns. I often employed formulas like VLOOKUP and INDEX-MATCH to cross-reference data across different sheets, ensuring data accuracy and consistency. Additionally, I automated repetitive tasks using Google Apps Script, which helped streamline data processing and reporting. This approach not only enhanced efficiency but also supported data-driven decision-making within the team.','3/10','Gagan\'s response lacks depth and specificity compared to the benchmark response. He mentions using advanced formulas in pivot tables but does not provide specific examples or detail on how these were applied to manage large datasets. The response does not demonstrate knowledge of specific formulas like VLOOKUP or INDEX-MATCH, nor does it mention automation with Google Apps Script, which are crucial for the role. A more detailed explanation of the processes and tools used would have improved the response.'),(1289,317,4,745,236,'Moving on, could you describe a situation where you performed data analysis to identify trends or patterns that influenced a business decision?','Yes, I have analyzed data trends that influence business decisions by using appropriate chart. So data is there and then categorizing them, sorting them and then understanding that what graph is required and then I used to apply that graph\n','Let me clarify this. In my previous role, I was tasked with analyzing sales data to identify trends that could help improve our marketing strategy. I collected data from various sources and used Google Sheets to organize and validate the information. By applying pivot tables and charts, I was able to visualize the data effectively. This analysis revealed a significant increase in sales during certain months, which correlated with specific marketing campaigns. Based on these insights, I recommended focusing our efforts on similar strategies during those peak times, which ultimately led to a 15% increase in sales in the following quarter. This experience taught me the importance of data-driven decision-making in optimizing business outcomes.','3/10','Gagan\'s response lacks depth and specificity compared to the benchmark response. While he mentions using charts to analyze data trends, he does not provide details on the type of data analyzed, the process followed, or the impact of his analysis on business decisions. The benchmark response offers a comprehensive example, detailing the data sources, tools used, and the outcome of the analysis. Gagan could improve by providing a specific example, explaining the data analysis process, and highlighting the business impact of his findings.'),(1290,317,4,745,236,'Let’s dive into this—can you please tell me about a time when you prepared or maintained MIS reports and dashboards? What approach did you use to ensure accuracy?','Yes, so I have prepared and maintained MIS report and dashboard by using folder structure. So in Excel only, on another sheet I used to prepare these reports.\n','In my previous role, I was responsible for preparing and maintaining MIS reports and dashboards using Google Sheets. To ensure accuracy, I implemented a systematic approach that involved several key steps. First, I collected data from various departments and validated it to ensure its integrity. I used formulas, pivot tables, and charts to automate the reporting process, which minimized manual errors. Additionally, I regularly cross-checked the data against source documents and collaborated with team members to verify any discrepancies. This thorough validation process helped maintain the accuracy and reliability of the reports, which were crucial for supporting data-driven decision-making within the organization.','3/10','Gagan\'s response lacks depth and detail compared to the benchmark response. He mentions using a folder structure and Excel for preparing MIS reports but does not elaborate on the approach to ensure accuracy, such as data validation, use of formulas, or collaboration with team members. The response does not demonstrate a systematic approach or the use of advanced tools like pivot tables and charts, which are critical for accuracy and efficiency in MIS reporting.'),(1291,317,4,745,236,'Here’s the situation: Can you share an example where you used data visualization tools, such as charts or graphs, to present complex information to non-technical stakeholders?','No, I have always talked to technical stakeholders only. I have no business with non-technical owners.\n','In my previous role, I had the opportunity to present complex data insights to non-technical stakeholders. I used tools like Google Sheets and Google Data Studio to create intuitive charts and graphs that simplified the data. For instance, during a project on optimizing resource allocation, I developed a dashboard that visually represented resource utilization across various departments. I focused on using clear, color-coded bar charts and pie charts that highlighted key metrics and trends. This approach helped non-technical stakeholders easily grasp the insights, enabling them to make informed decisions without getting bogged down in technical details. Additionally, I ensured to accompany the visuals with concise explanations to provide context and clarity.','1/10','Gagan\'s response lacks depth and relevance to the question. He simply states that he has only interacted with technical stakeholders, which does not address the requirement of presenting complex information to non-technical stakeholders. The benchmark response provides a detailed example of using data visualization tools effectively, which Gagan\'s response fails to match. To improve, Gagan could have described a scenario where he used visualization tools to simplify data for a broader audience, even if it was hypothetical.'),(1292,317,4,745,236,'Can you please elaborate on how you have coordinated with cross-functional teams to gather reporting requirements or resolve data discrepancies?','No, I cannot elaborate. Thank you.\n','In my previous role, I had the opportunity to work closely with cross-functional teams to gather reporting requirements and address data discrepancies. One specific instance involved collaborating with the finance and sales departments to develop a comprehensive sales performance dashboard. Initially, we faced challenges due to inconsistent data formats and missing entries. To resolve this, I organized a series of meetings with representatives from both departments to understand their specific needs and data sources. We worked together to standardize data formats and implemented a validation process to ensure accuracy. Additionally, I utilized Google Sheets to create automated reports that highlighted discrepancies, allowing us to address them proactively. This collaborative approach not only improved data accuracy but also enhanced the decision-making process across departments.','0/10','Gagan\'s response lacks depth and relevance, as he simply stated \"No, I cannot elaborate,\" without providing any information or examples of coordinating with cross-functional teams. This does not demonstrate the required knowledge or experience in handling reporting requirements or resolving data discrepancies, which is crucial for the role of an MIS Analyst. A better response would have included specific examples of collaboration, challenges faced, and solutions implemented, similar to the benchmark response.'),(1293,317,4,745,236,'Let’s consider a hypothetical scenario: You are tasked with automating a weekly IT infrastructure utilization report in Google Sheets, pulling data from multiple sources. Can you walk me through your approach to designing this solution?','Sorry I don\'t know\n','To design a solution for automating a weekly IT infrastructure utilization report in Google Sheets, I would start by identifying all the data sources involved, such as databases, APIs, or other spreadsheets. Next, I would determine the specific data points needed for the report and establish a method for accessing and extracting this data, ensuring that any necessary permissions or credentials are in place. I would then use Google Sheets\' built-in functions, such as IMPORTDATA or IMPORTRANGE, to pull in data from these sources. For more complex data manipulation, I would leverage Google Apps Script to automate data fetching and processing. This script could be scheduled to run at regular intervals, ensuring the report is updated automatically each week. Additionally, I would use pivot tables and charts within Google Sheets to organize and visualize the data effectively. Throughout the process, I would ensure data accuracy and integrity by implementing validation checks and error handling. Finally, I would collaborate with relevant stakeholders to refine the report format and ensure it meets their requirements.','0/10','Gagan\'s response to the question about automating a weekly IT infrastructure utilization report in Google Sheets was inadequate. He simply stated, \"Sorry I don\'t know,\" which indicates a lack of understanding or experience in this area. The benchmark response outlines a detailed approach involving data source identification, data extraction, use of Google Sheets functions, and automation with Google Apps Script. Gagan could have improved his response by discussing any similar experiences or demonstrating knowledge of Google Sheets\' capabilities and automation techniques.'),(1294,317,4,745,236,'Now, imagine that after automation, you notice discrepancies in the reported numbers compared to manual reports. Can you please explain how you would identify and resolve the root cause?','Sorry, I don\'t know.\n','To identify and resolve discrepancies between automated and manual reports, I would first verify the data sources to ensure they are consistent and up-to-date. I would check the formulas and scripts used in the automation process to ensure they are correctly implemented. Next, I would compare a sample set of data from both reports to pinpoint where the discrepancies occur. If needed, I would collaborate with team members from different departments to gather insights and verify the data accuracy. Once the root cause is identified, I would make the necessary adjustments to the automation process and re-run the reports to confirm the discrepancies are resolved. Regular monitoring and validation would be implemented to prevent future issues.','0/10','Gagan\'s response to the question about identifying and resolving discrepancies in automated reports was inadequate. He simply stated, \"Sorry, I don\'t know,\" which lacks any depth or demonstration of relevant knowledge. The benchmark response outlines a detailed approach involving verification of data sources, checking formulas, and collaboration with team members, which Gagan failed to mention. To improve, Gagan could have discussed steps like verifying data consistency, checking automation scripts, and collaborating with colleagues to identify and resolve issues.'),(1295,317,4,745,236,'Moving on, could you share your experience using Google Workspace tools like Docs or Slides to support your reporting and communication tasks?','I use Google Workspace to create slides and documents by placing data, visualization and showing some details on to it.\n','In my previous role, I frequently used Google Workspace tools like Docs and Slides to enhance my reporting and communication tasks. For instance, I utilized Google Docs to draft and collaborate on reports, ensuring that all team members could provide input and feedback in real-time. Additionally, I leveraged Google Slides to create visually engaging presentations that effectively communicated data insights and project updates to stakeholders. These tools were instrumental in streamlining our workflow and maintaining clear and efficient communication across the team.','3/10','Gagan\'s response lacks depth and specificity compared to the benchmark response. While he mentions using Google Workspace for creating slides and documents, he does not elaborate on how these tools support reporting and communication tasks. The benchmark response provides detailed examples of collaboration, real-time feedback, and effective communication, which are missing in Gagan\'s answer. To improve, Gagan could have detailed how he used these tools for collaboration and communication, similar to the benchmark response.'),(1296,317,4,745,236,'Can you please tell me about a time when you used Microsoft Excel or Google Apps Script to streamline a repetitive reporting process?','I have not used\n','In my previous role, I encountered a situation where we had to generate weekly sales reports manually, which was time-consuming and prone to errors. To streamline this process, I utilized Microsoft Excel\'s advanced features. I created a template with embedded formulas and pivot tables to automatically update and organize the data. Additionally, I used Google Apps Script to automate the data extraction from our internal database, which was then fed into the Excel template. This automation reduced the time spent on report generation by 50% and significantly improved accuracy, allowing the team to focus more on analysis and decision-making.','0/10','Gagan\'s response lacks depth and relevance to the question about using Microsoft Excel or Google Apps Script for streamlining reporting processes. A simple \"I have not used\" does not demonstrate any knowledge or experience in the area, which is crucial for the role of an MIS Analyst. An ideal response would involve detailing a specific instance where Excel or Google Apps Script was used to automate and improve reporting efficiency, similar to the benchmark response provided.'),(1297,317,4,745,236,'That brings me to time management and process optimization—can you describe how you prioritize tasks and optimize processes when handling multiple reporting requests under tight deadlines?','Sorry, I don\'t know\n','Time management and process optimization are crucial when dealing with multiple reporting requests under tight deadlines. I start by assessing the urgency and importance of each task, often using a priority matrix to categorize them. This helps me focus on high-impact tasks first. I also leverage tools like Google Sheets to automate repetitive tasks using formulas and scripts, which saves time and reduces errors. Additionally, I set clear deadlines and allocate specific time slots for each task, ensuring I stay on track. Regular communication with stakeholders is key to managing expectations and making necessary adjustments to priorities. This structured approach allows me to deliver accurate reports efficiently while maintaining quality.','0/10','Gagan\'s response to the question about time management and process optimization is inadequate. He simply stated, \"Sorry, I don\'t know,\" which indicates a lack of understanding or experience in this area. The benchmark response highlights the importance of assessing task urgency, using tools for automation, setting deadlines, and communicating with stakeholders. Gagan could have improved his response by discussing any strategies or tools he uses to manage multiple tasks effectively, even if they are not as comprehensive as the benchmark.'),(1298,317,4,745,236,'Thank you for your time! It was a pleasure speaking with you. We will be in touch regarding the next steps in the hiring process. Make sure to click the End button to exit the interview. ','','Thank you for the opportunity to interview. I appreciate the chance to discuss my experience and how it aligns with the role at Innovatiview. I look forward to hearing from you about the next steps. Have a great day!','0/10','Gagan did not provide a response to the closing statement of the interview. The benchmark response shows a polite and professional closing, expressing gratitude and anticipation for the next steps. Gagan could have responded similarly to demonstrate professionalism and interest in the role. Acknowledging the interviewer\'s statement and expressing appreciation would have been appropriate.'),(1387,312,212,746,236,'Can you please walk me through how you have used Google Sheets to automate reporting tasks in your previous roles?','In my previous role as a data quality coordinator, I was responsible for making any corrections in data errors and inconsistencies. We used to get a report with all the details and what the issue was and how it is being resolved. So we used to use Google Sheets for that to create a record of what the problem was and what was the solution. If there was no solution, then did it need an escalation? And if it was escalated, then who was the main person you contacted and when did you contact that person? So it was a report about all those details. And if and when we get the solution from the escalation team, we used to update it again and it was an automated system where it would automatically create an email and the person who was relevant to the department if we need to go back to the department.\n','In my previous role, I extensively used Google Sheets to automate reporting tasks. I created automated reports by leveraging formulas, pivot tables, and scripts to streamline data processing and ensure accuracy. For instance, I set up scripts that would automatically pull data from various sources, update the sheets, and generate reports without manual intervention. This automation not only saved time but also reduced the likelihood of errors. Additionally, I used conditional formatting and data validation to highlight discrepancies and ensure data integrity, which was crucial for maintaining high-quality standards in our reports.','4/10','Nikita Maria\'s response demonstrates a basic understanding of using Google Sheets for reporting tasks but lacks depth in automation specifics. She mentions using Google Sheets for tracking issues and solutions, which shows some familiarity with the tool. However, she does not elaborate on using advanced features like formulas, pivot tables, or scripts for automation, which are crucial for the role. A better response would have included specific examples of automation techniques used to streamline reporting processes and ensure data accuracy.'),(1388,312,212,746,236,'Let’s dive into this — could you explain how you approached data analysis when identifying discrepancies during your work at Sheffield Teaching Hospitals?','So, how I identified any inconsistencies or discrepancies was by cross-validating with different systems. So what we used to get was there was a patient who would have different details in different softwares. So one was a system that the hospital used and one was a system where the national database of all the citizens of UK. And then we used to cross-validate it using that system. So if there was an inconsistency in that and we know for sure that our system is right, then we would escalate it to the higher department and then they would resolve any problems in the national database. If not, if there\'s a problem in our system, then we used to collaborate with the IT team to make any relevant changes to the person\'s details.\n','During my tenure at Sheffield Teaching Hospitals, I approached data analysis by implementing a structured method to identify discrepancies. The process began with cross-referencing data from multiple systems, such as the hospital\'s internal system and the national database. This allowed me to spot inconsistencies in patient records. When discrepancies were found, I first verified the accuracy of our internal data. If our data was correct, I escalated the issue to the relevant department to address any errors in the national database. Conversely, if the issue was within our system, I worked closely with the IT team to update and correct the data. This collaborative approach ensured data integrity and helped maintain accurate patient records.','8/10','Nikita Maria\'s response aligns well with the benchmark response, demonstrating a clear understanding of the process of identifying discrepancies in data. She effectively described the cross-validation method used to spot inconsistencies between different systems and detailed the steps taken to resolve issues, whether they were within the hospital\'s system or the national database. Her explanation reflects a good grasp of the data analysis process and collaboration with IT teams, which is crucial for maintaining data integrity.'),(1389,312,212,746,236,'Moving on, can you please share an example where you created an MIS report or dashboard and how you ensured its accuracy and relevance for stakeholders?','I created a dashboard where there was a trend in patient details were only inputted in our hospital system. So the dashboard was a table about which care group was having the most number of inconsistency and data errors and a chart about when is the at the highest. So what was seen in that dashboard was during the peak hours of the emergency and accident department, we used to get a lot of inconsistency because it was really difficult for the nurses and the care support workers to handle the patients at an appropriate amount of time and speed. So I presented my openings and my findings to the relevant stakeholder and it was decided that there was a need for training and an additional support for all the support workers.\n','During my time at Sheffield Teaching Hospitals, I developed an MIS dashboard to monitor patient data inconsistencies. The dashboard included a detailed table highlighting which care groups were experiencing the highest number of data errors and a chart that visualized the timing of these discrepancies. This visualization revealed that inconsistencies peaked during the emergency department\'s busiest hours, likely due to the high-pressure environment affecting data entry accuracy. To ensure the dashboard\'s accuracy and relevance, I cross-validated the data with multiple systems and collaborated closely with the IT team to address any discrepancies. I then presented these insights to stakeholders, which led to the implementation of targeted training programs and additional support for staff during peak hours, ultimately improving data accuracy and operational efficiency.','6/10','Nikita Maria\'s response provides a relevant example of creating a dashboard to track data inconsistencies, similar to the benchmark response. However, it lacks detail on the methods used to ensure accuracy and relevance, such as cross-validation with multiple systems or collaboration with IT teams. The response does mention presenting findings to stakeholders and the resulting actions, but it could be improved by elaborating on the processes that ensured data accuracy and stakeholder engagement.'),(1390,312,212,746,236,'Here’s the situation — you are asked to visualize operational KPIs across multiple departments using Google Sheets. How would you design the dashboard to ensure clarity and usability?','The most easy and easy to understand way would be to use pivot tables for it and I feel that when you present your findings to the stakeholders or any leadership people then it needs to be easy to understand. So pivot table is something which I felt was really easy to navigate around if there was any changes to make. There\'s a lot of different options and if you want to find like some or average or even create a bar chart or a pie or a line graph it was really easy to use so if there\'s any changes or any problems in the data we could easily go back to the data make the changes and it would automatically be done in the pivot table.\n','To design a dashboard for visualizing operational KPIs across multiple departments using Google Sheets, I would start by clearly defining the key metrics that need to be tracked for each department. This ensures that the dashboard remains focused and relevant. I would use pivot tables to organize and summarize the data efficiently, allowing for easy manipulation and analysis. To enhance clarity, I would incorporate visual elements like bar charts, line graphs, and pie charts, which can be created directly from the pivot tables. These visuals help in quickly conveying trends and insights to stakeholders. Additionally, I would ensure that the dashboard is interactive by using data validation and drop-down lists, enabling users to filter and view specific data points. This interactivity makes the dashboard more user-friendly and adaptable to different needs. Lastly, I would maintain a clean and intuitive layout, using consistent color schemes and labels to guide users through the data, ensuring that the dashboard is both informative and easy to navigate.','5/10','Nikita Maria\'s response focuses on the use of pivot tables for creating dashboards, emphasizing their ease of use and flexibility in making changes. However, the response lacks depth in terms of defining key metrics, ensuring interactivity, and maintaining a clean layout, which are crucial for clarity and usability. The benchmark response provides a more comprehensive approach, including data validation, interactive elements, and a focus on user-friendly design. To improve, Nikita could have elaborated on these aspects to demonstrate a deeper understanding of dashboard design.'),(1391,312,212,746,236,'Can you please tell me about a time when you had to collaborate with cross-functional teams to gather data for a report? How did you manage communication and expectations?','So our team in the data quality department, we used to always collaborate with the IT team. So what the main role was that they used to get the problems in the systems. It would be an error due to any migration issues or any patient details inconsistency. So we would create a report which would be shared among the team. I felt that the most important in that was to be as transparent as you can. And the report should be as precise as it can be because when we are collaborating with different teams, we don\'t know what the other person has done. So keeping a report of that and what you have done and what needs to be done, just a small note, it works wonders. So the second thing that I feel is really important is active listening. If you don\'t listen properly, I\'m sure that there is a lot of issues that would have been created. Active listening was something that helped me a lot just to understand what the problem was and what is needed.\n','In my previous role as a Data Quality Coordinator, I had the opportunity to collaborate with various cross-functional teams, including IT and compliance, to gather data for a comprehensive report on data integrity. The IT team was responsible for identifying system errors, such as migration issues or inconsistencies in patient details. My role involved coordinating with them to ensure that these issues were accurately documented and addressed in our reports. To manage communication and expectations, I prioritized transparency and precision in our documentation. I maintained detailed logs of all data discrepancies and the steps taken to resolve them, which were shared with all stakeholders. This approach ensured everyone was on the same page regarding the status and progress of our efforts. Additionally, I emphasized active listening during meetings to fully understand the concerns and requirements of each team. This helped in building trust and ensuring that the final report met the needs of all involved parties.','6/10','Nikita Maria\'s response demonstrates an understanding of the importance of transparency and active listening when collaborating with cross-functional teams. However, the response lacks specific examples and details about the processes and outcomes involved in the collaboration. The benchmark response provides a more comprehensive view, including specific roles, responsibilities, and the impact of the collaboration. To improve, Nikita could have included more details about the documentation process, specific challenges faced, and how these were overcome to ensure data integrity.'),(1392,312,212,746,236,'Let’s dive into this — imagine you are tasked with building a complex MIS dashboard in Google Sheets for tracking IT asset utilization across 50+ locations. How would you structure your solution, and what challenges might you anticipate?','The challenges that I feel would be that due to a large volume of data, there could be a problem with data quality, there would be problem with how it is collected because different people are collecting the data, there would be a problem with that. So I guess the first thing that would be needed to be done in such a case where the volume is such a large number would be to validate the data and there are different ways to do that. After validating the data, if it\'s necessary, then cleaning the data would be really important because you can\'t really analyze the data before making it a cleaner version of the original data. Sometimes when you get a clean data, you could easily visualize it properly and the final step would be just to identify any trends and then how would you present it. The visualization of the data is the most important, I feel, because there\'s also non-technical background people who will be seeing the dashboard. So in case of that, a simple dashboard which would highlight the problem and what the solution is and why it\'s happening would be very beneficial.\n','To build a complex MIS dashboard in Google Sheets for tracking IT asset utilization across over 50 locations, I would start by structuring the solution in several key phases. First, I would ensure that we have a robust data collection process in place. This involves collaborating with the teams at each location to standardize data entry formats and methods, ensuring consistency and accuracy from the outset.\n\nNext, I would focus on data validation. Given the volume of data, it\'s crucial to implement validation rules within Google Sheets to catch errors early. This could include using data validation tools to restrict inputs to certain formats or ranges, and employing conditional formatting to highlight any anomalies.\n\nOnce the data is validated, I would move on to data cleaning. This step involves removing duplicates, correcting inconsistencies, and filling in any missing values. Clean data is essential for accurate analysis and visualization.\n\nWith clean data, I would then structure the dashboard using Google Sheets\' powerful features like pivot tables, charts, and scripts. The goal is to create an intuitive and interactive dashboard that allows users to easily filter and drill down into specific data points. I would also ensure that the dashboard is user-friendly for non-technical stakeholders by using clear labels and straightforward navigation.\n\nIn terms of challenges, I anticipate issues with data quality due to the diverse sources and potential human error in data entry. To mitigate this, continuous training and support for data entry personnel would be essential. Additionally, ensuring the dashboard remains responsive and performs well with large datasets could be a challenge, which I would address by optimizing formulas and using efficient data structures.\n\nFinally, I would focus on ongoing maintenance and updates to the dashboard, incorporating user feedback to improve functionality and ensure it continues to meet the organization\'s needs.','5/10','Nikita Maria\'s response addresses the challenges of data quality and emphasizes the importance of data validation and cleaning. However, it lacks depth in terms of structuring the solution. The response could be improved by detailing the phases of building the dashboard, such as standardizing data collection, using Google Sheets features like pivot tables and scripts, and ensuring user-friendliness for non-technical stakeholders. Additionally, addressing ongoing maintenance and user feedback would demonstrate a more comprehensive understanding of the task.'),(1393,312,212,746,236,'Here’s a twist — suppose your automated Google Sheets report suddenly starts showing incorrect data due to a broken formula. How would you troubleshoot and resolve it under tight deadlines?','What I would do is find the root cause of why that is happening. Once I know that the reason of the problem, then I will make necessary changes. If it\'s a change that needs to be done as quick as possible due to the deadline, then I\'ll make sure that I\'ll prioritize my work accordingly and manage it so that I would not be delayed. My work will not be delayed and will cause a problem to the company as a whole.\n','To address the issue of incorrect data in an automated Google Sheets report due to a broken formula, I would first quickly review the formula to identify any obvious errors, such as incorrect cell references or syntax issues. If the problem isn\'t immediately apparent, I would use the audit trail feature to trace recent changes that might have affected the formula. Next, I would test the formula with a smaller data set to isolate the error. If necessary, I would consult with team members to get a fresh perspective or additional insights. Throughout this process, I would prioritize communication with stakeholders to manage expectations and ensure they are informed of the progress. By maintaining a methodical approach, I aim to resolve the issue efficiently while minimizing disruption to the workflow.','3/10','Nikita Maria\'s response lacks depth and specificity compared to the benchmark response. While she mentions finding the root cause and prioritizing work, she does not provide detailed steps or methods for troubleshooting, such as reviewing the formula, using audit trails, or consulting team members. Her response could be improved by outlining a systematic approach to identify and resolve the issue, similar to the benchmark response, which includes specific actions and stakeholder communication.'),(1394,312,212,746,236,'Moving on, can you please tell me how you have used Google Workspace tools like Docs, Slides, or Drive to support your reporting or data management tasks?','Google Docs was usually used to create a standard process of work, just to have a new trainee or a new colleague to just go through what the process is. So every system has a different way of working. So I used Google Docs a lot to create the SOPs for every system and also created SOP for different problems that would arise daily, like the most recent things that would happen like every other day would be an inconsistency in the patient details, the patient demographics. So I created the SOP for that, what the first step was, and also use screenshots just to keep all it really visually appealing for everyone. The next thing that I used was Google Drive. We used to use Google Drives as a team just to keep all our documents, the SOPs and all the Excel, the Google Sheets and all the Excel sheets, even the slides, the presentations, all in one place. It would be easily accessible to all the departments and all the team members.\n','In my previous roles, I\'ve extensively used Google Workspace tools to streamline reporting and data management tasks. Google Docs has been instrumental in documenting processes and creating Standard Operating Procedures (SOPs). I often used it to draft clear and concise guidelines for various data management tasks, ensuring that team members, especially new joiners, have a solid understanding of workflows. I also incorporated visuals like screenshots to make these documents more user-friendly and engaging.\n\nGoogle Slides has been a valuable tool for presenting data insights and trends to stakeholders. I created presentations that highlighted key findings from our data analysis, using charts and graphs to convey complex information in an accessible manner.\n\nGoogle Drive has been essential for collaboration and document management. By storing all our reports, SOPs, and presentations in a centralized location, it ensured that team members across departments could easily access the latest versions of documents. This not only improved collaboration but also maintained consistency in the information being shared.','6/10','Nikita Maria\'s response demonstrates a practical understanding of using Google Docs and Drive for creating SOPs and managing documents, which aligns with the job\'s requirements for documentation and data management. However, the response lacks depth regarding the use of Google Slides for data presentation and the broader impact of these tools on collaboration and data accessibility. The benchmark response provides a more comprehensive view of using Google Workspace tools for reporting and data management. Nikita could improve by detailing how these tools support data-driven decision-making and collaboration.'),(1395,312,212,746,236,'Can you please share an example where you used Microsoft Excel’s advanced functions (like Power Query or PivotTables) to optimize a data reporting process?','I have used a pivot table a lot in my previous role. It was mostly used to just create a table and a line graph where it would show the number of department problems that would arise every month and how many were solved in a particular month and if there\'s any backlogs or if there was any cases where it was escalated. So it would keep a track of all that and it would be automatically updated. And then the other thing that I would use a lot is macros. It usually helps shorten my work and makes it a really quick work.\n','In my previous role as a Data Quality Coordinator, I extensively used Microsoft Excel\'s advanced functions to streamline our data reporting processes. For instance, I utilized PivotTables to analyze large datasets efficiently. By organizing data into meaningful summaries, I was able to track key metrics such as the frequency of data discrepancies and their resolution timelines. This helped in identifying patterns and areas that required attention, ultimately improving our data quality. Additionally, I leveraged Power Query to automate data cleaning tasks. This involved transforming raw data into a structured format, which significantly reduced manual effort and ensured consistency in our reports. These tools not only optimized our reporting process but also enhanced our decision-making capabilities by providing accurate and timely insights.','4/10','Nikita Maria\'s response demonstrates a basic understanding of using PivotTables and macros in Excel for data reporting. She mentions using PivotTables to track departmental issues and resolutions, which is relevant but lacks depth. The response does not mention Power Query, which is a key part of the benchmark response. Additionally, the explanation of macros is vague and does not illustrate how they were specifically used to optimize processes. A more detailed explanation of how these tools improved data quality and decision-making would strengthen her response.'),(1396,312,212,746,236,'That brings me to — could you explain how you have used Google Apps Script or any automation tool to streamline repetitive reporting tasks or optimize processes?','I have not worked in Google scripts, but I do have a bit of knowledge about macros. One of my senior members from my team, they helped me in understanding what they used to do, and I utilized those knowledge and skills for my everyday work. Macros were one of the things that would use a lot. It would be really helpful in all my work, so I felt that that was something that shortened the amount of work that I\'m doing in a particular moment of time.\n','While I haven\'t directly worked with Google Apps Script, I have extensive experience with automation tools like macros in Excel. In my previous role, I frequently used macros to automate repetitive tasks, such as data entry and report generation. This significantly reduced the time spent on manual processes and minimized errors. I collaborated with a senior team member who guided me in understanding advanced macro functions, which I then applied to streamline our reporting workflows. This experience has equipped me with a solid foundation in process optimization, and I am eager to expand my skills to include Google Apps Script to further enhance efficiency in data management and reporting tasks.','4/10','Nikita Maria\'s response indicates some familiarity with automation tools, specifically macros, but lacks depth and specificity. She mentions learning from a senior team member and using macros to reduce work time, but does not provide detailed examples or outcomes of this usage. The response is less comprehensive compared to the benchmark, which highlights specific tasks automated by macros and a proactive approach to learning Google Apps Script. To improve, she could have detailed specific tasks automated by macros and expressed eagerness to learn Google Apps Script.'),(1397,312,212,746,236,'Thank you for your time! It was a pleasure speaking with you. We will be in touch regarding the next steps in the hiring process. Make sure to click the End button to exit the interview. ','','Thank you for the opportunity to interview with Innovatiview. I appreciate the chance to discuss my experience and how it aligns with the role. I look forward to hearing from you about the next steps. Have a great day!','0/10','Nikita Maria did not provide a response to the closing statement of the interview. The benchmark response demonstrates gratitude and a positive outlook towards the next steps, which is a professional way to conclude an interview. Nikita Maria could have responded similarly to show enthusiasm and professionalism.'),(1398,320,196,747,237,'हाय... मैं मीरा हूँ, एक autonomous AI bot interviewer! और...umm... Innovativeview में एक possible opportunity के बारे में आपका Interview लेना चाहथी हूँ। इंटरव्यू के दौरान थोड़ा lag आ सकता है बातचीत में... उसके लिए sorry... मैं अभी evolve हो रही हूँ और... धीरे-धीरे better बनूँगी। तो बताइए... आपका दिन कैसा जा रहा है?\n','मेरा दिन बहुत अच्छा जा रहा था। मैं अपने काम में काफी busy था। अभी मैं Dataflow कंपनी में काम कर रहा हूँ और वहाँ अनुभव बहुत अच्छा रहा है। I am happy।','मेरा दिन अच्छा जा रहा है, पूछने के लिए थैंक्यू। अभी मैं Dataflow Group में अपनी current role में काफी busy हूँ, जहाँ पर मुझे बहुत valuable experience मिल रहा है और काम भी मुझे काफी enjoy आ रहा है। आप बताओ, आपका दिन कैसा चल रहा है?','6/10','Dileep\'s response is polite and provides a brief insight into his current work experience, aligning with the benchmark response. However, it lacks the additional engagement or inquiry present in the benchmark. To improve, Dileep could have expanded slightly on what makes his experience at Dataflow fulfilling or asked a reciprocal question to engage further. Overall, the response is relevant but could benefit from more depth.'),(1399,320,196,747,237,'हम MIS Analyst की position के बारे में बात करने वाले हैं... उम्मीद है आपने job description पढ़ लिया होगा! तो चलिए... शुरू करते हैं... पहले आप अपना Google Sheets का experience शेयर करिए... आपनें कैसे formulas या pivot tables यूज़ किए हैं reporting tasks को automate करने के लिए, अपने पिछले roles में?\n','Google Sheets is the best option because Google Sheets is also your co-pilot. It is a kind of advanced tool, and I use it in that way. Pivot Tables are very easy in this — when you create a Pivot Table in Google Sheets, you can summarize your data very well. I often create my own flags by looking at the columns so that I can explain the data to others in an easy way. Google Sheets is really a great thing — especially when it comes to automation and reporting.Google sheet is the best option because Google sheet main aap ka co-pilot bhi hai.  ये एक तरह से advanced टूल है, और मैं इसे उसी तरह यूज़ करता हूँ। Pivot Tables इसमें बहुत easy होती हैं — जब आप Google Sheets में Pivot Table बनाते हो, तो आप अपने डेटा को बहुत अच्छे से summarize कर सकते हो। मैं अक्सर columns को देखकर खुद के flags बनाता हूँ ताकि डेटा को आसान तरीके से दूसरों को समझा सकूँ। Google Sheets वाकई बहुत अच्छी चीज़ है — खासकर जब automation और reporting की बात हो।\n','मेरे पिछले roles में, मैंने Google Sheets को काफी extensively use किया है reporting tasks को streamline और automate करने के लिए। मैंने VLOOKUP जैसी formulas और अलग-अलग functions का use करके data को efficiently extract और manipulate किया। Pivot tables मेरे लिए बहुत useful रही हैं जब बड़े datasets को summarize करना होता था, जिससे मैं data insights को clear और concise तरीके से present कर पाता था। Example के तौर पर, मैंने weekly और monthly reports को automate कर दिया था — scripts set करके जो अलग-अलग sources से data खींचती थीं और automatically reports को update कर देती थीं। इससे ना सिर्फ time बचा, बल्कि हमारे reporting process में accuracy और consistency भी maintain रही।','3/10','Dileep\'s response highlights a general appreciation for Google Sheets and mentions the use of pivot tables for data summarization. However, it lacks specific examples or depth regarding the use of formulas or automation scripts, which are crucial for the role. The benchmark response provides detailed examples of using VLOOKUP, functions, and automation scripts, which Dileep\'s response does not cover. To improve, Dileep could have detailed specific formulas or automation techniques used in past roles.'),(1400,320,196,747,237,'अच्छा आगे बढ़ते हैं... क्या आप कोई ऐसा situation बता सकते हैं... जहाँ आपने Google Sheets में raw data analyze करके कोई trends या patterns निकाले हों... जो बाद में business decisions में मददगार रहे?\n','मैं Google Sheets में बहुत सारे patterns निकाल लेता हूँ, जिससे हमारे बिज़नेस को थोड़ी मदद मिलती है। सबसे ज़रूरी चीज़ ये होती है कि अगर आपको अपने बिज़नेस को grow करना है, तो सबसे पहले आपको अपने डेटा को analyze करना होता है।\nमैं जब डेटा analyze करता हूँ, तो उसमें से बहुत सी बातें निकल कर आती हैं। उदाहरण के लिए, कोई भी normal डेटा हो — जैसे मेरे पास जो भी डेटा होता है — उसे analyze करने के लिए मैं सबसे पहले Pivot बनाता हूँ, उसकी summary निकालता हूँ, और उसमें से trends देखने की कोशिश करता हूँ।\nमैं कुछ चीजें याद भी रखता हूँ — जैसे कि किस महीने क्या performance थी। सबसे बड़ा काम जो मैं करता हूँ वो booked revenue से जुड़ा होता है। इसमें यह होता है कि कई बार हमारी receipts नहीं आतीं, तो मैं SQL में जाकर उन receipts को ढूँढ़ता हूँ और चेक करता हूँ, फिर उसका issue raise करता हूँ।\nइससे हमें काफ़ी मदद मिलती है। जितने भी departments हैं, उन्हें भी इससे फायदा होता है। और अगर आप MIS में हैं तो जाहिर है, सबको आपकी ज़रूरत होती है। इसलिए मुझे अपने डेटा को लेकर clarity होती है, और यही मेरी strength है।\n','मेरे role में as an MIS Analyst, मैं अक्सर Google Sheets में raw data के साथ काम करता हूँ ताकि trends और patterns को identify कर सकूं जो business decisions को influence करते हैं। एक बार मुझे sales data analyze करना था ताकि seasonal trends पता चल सकें।\n\nसबसे पहले, मैंने data को एक structured format में organize किया और फिर pivot tables का use किया ताकि month-wise और product category-wise sales figures को summarize किया जा सके। इससे data को visualize करना easy हो गया और peak sales periods को identify करना possible हुआ।\n\nमैंने अलग-अलग formulas भी apply किए ताकि growth rates calculate कर सकूं और उन्हें different time frames के साथ compare कर सकूं। इस analysis से मुझे पता चला कि कुछ specific products हर साल कुछ particular महीनों में consistently better perform करते हैं, जो पहले किसी को पता नहीं था।\n\nये insight sales team के लिए बहुत valuable साबित हुआ – उन्होंने अपनी strategies को adjust किया, peak times में ज्यादा marketing efforts डाले और inventory levels को accordingly optimize किया। इसका result ये हुआ कि resources का better utilization हुआ और key periods में sales में बढ़ोतरी देखी गई।\n\nइस पूरी experience ने मुझे ये सिखाया कि data-driven decision-making कितना जरूरी है और strategic planning में thorough data analysis का कितना बड़ा role होता है।','5/10','Dileep\'s response demonstrates a basic understanding of data analysis using Google Sheets, mentioning the use of pivot tables and SQL for identifying issues with booked revenue. However, the response lacks specific examples and depth compared to the benchmark response, which details a structured approach to analyzing sales data and deriving actionable insights. Dileep could improve by providing a more detailed example, including specific data types, analysis methods, and the impact on business decisions. This would better showcase his analytical skills and the ability to support strategic planning.'),(1401,320,196,747,237,'थोड़ा और deep dive करते हैं... आप कैसे accuracy और integrity maintain करते थे अपने MIS reports में... खासकर जब बड़े-बड़े datasets handle करने होते थे?\n','मैं जब भी काम करता हूँ तो सबसे पहले अपने डेटा को पूरी तरह analyze करता हूँ — यह देखने के लिए कि किस column में क्या दिया गया है। Quality बनाए रखने के लिए यह जरूरी है।\nमान लीजिए, अगर मैंने पहले कोई report भेजी है और अब जो current report बना रहा हूँ, उसमें numbers match नहीं कर रहे — जैसे कुछ normal changes हो, 4, 5, 7, 8 तक — तो ठीक है, क्योंकि numbers बढ़ते रहते हैं।\nलेकिन अगर पिछली report में 20,000 था और अब 10,000 आ रहा है, तो मैं तुरंत previous report को check करता हूँ — उसमें देखता हूँ कि मैंने पहले कौन-सी percentage भेजी थी।\nअगर वो percentage match नहीं कर रही, तो इसका मतलब डेटा में issue है। यही डेटा की quality को judge करता है — कि आपने क्या भेजा, और उसमें क्या कमी या गड़बड़ी हो सकती है।\nQuality बनाए रखने के लिए ज़रूरी है कि आप हमेशा अपने पुराने डेटा से तुलना करें। अगर comparison सही बैठता है, तभी quality ठीक मानी जाती है।\nज्यादातर जो data use होता है, मैं उसी used data पर काम करता हूँ। मैं जो भी report भेजता हूँ, उसे पहले previous report से compare करता हूँ — और अगर लगता है कि सब कुछ match कर रहा है, तभी मैं आगे बढ़ता हूँ और उसे publish करता हूँ।\nवरना मैं report publish नहीं करता, क्योंकि मुझे पता है कि अगर data quality सही नहीं है तो इसका असर performer या manager दोनों पर पड़ सकता है — और वही negative point बनता है।\nइसलिए, मैं हमेशा अपनी quality बनाए रखने के लिए previous data को ज़रूर check करता हूँ।\n','अपने MIS reports की accuracy और integrity maintain करने के लिए, especially जब बड़े datasets के साथ काम कर रहा होता हूँ, तो सबसे पहले मैं उस data को अच्छे से समझने की कोशिश करता हूँ जिससे मैं काम कर रहा हूँ। इसमें हर एक column को check करना include होता है ताकि ये पता चले कि उसमें कौन सी information है।\n\nमैं हमेशा नए reports को पुराने reports के साथ compare करता हूँ ताकि किसी भी तरह की discrepancy या unexpected changes identify किए जा सकें। जैसे अगर एक report में पहले 20,000 figure था और अब नए report में वो 10,000 दिखा रहा है, तो मैं उस difference को investigate करता हूँ — पुराने reports और data sources को check करके reason समझने की कोशिश करता हूँ।\n\nमैं data validation techniques और multiple data sources से cross-verification का भी use करता हूँ ताकि data accurate हो। किसी भी report को finalize करने से पहले मैं पूरा review करता हूँ to ensure consistency और correctness।\n\nये जो detailed और careful approach है, वो reports की reliability maintain करने में help करता है और पूरे organization में better decision-making को support करता है।','7/10','Dileep\'s response demonstrates a good understanding of maintaining accuracy and integrity in MIS reports. He emphasizes the importance of analyzing data thoroughly and comparing new reports with previous ones to identify discrepancies. He mentions checking percentages and ensuring consistency before publishing reports. However, the response lacks mention of specific data validation techniques or cross-verification with multiple data sources, which are crucial for ensuring data accuracy. Including these elements would have showcased a more comprehensive approach to data integrity.'),(1402,320,196,747,237,'अब सोचिए... एक situation है: आपको multiple teams के monthly performance trends visualize करने हैं... hmm... तो आप किस तरह से dashboards या charts बनाएंगे Google Sheets में ताकि वो आसान और effective रहें?\n','मैं आपको बताना शुरू करूं — पहले अगर मैं चार्ट बनाऊं, तो सबसे पहले चार्ट नहीं बनाऊंगा। पहले मैं अपना डेटा एकदम विज़ुअलाइज़ेशन की तरह, एकदम विज़ुअल रूप में बनाऊंगा। पहले मैं उसे समराइज़ करूँगा।\nमैं पहले खुद अपने लिए उस डेटा को समझूंगा, क्योंकि अगर मुझे किसी और के लिए समराइज़ेशन करना है, तो पहले वो डेटा मुझे खुद समझना पड़ेगा।\nऔर फिर मैं ऐसा समराइज़ेशन करूँगा ताकि जब मैं किसी को वो डेटा दूँ, तो वो खुद ही समझ जाए कि डेटा में क्या है, कैसे है, क्यों है, और क्या नहीं है।\nक्योंकि जब भी मैं डेटा बनाता हूँ, तो मैं उसमें अपने खुद के फ्लैग ऐड करता हूँ — और वो इसलिए करता हूँ ताकि डेटा में कन्फ्यूजन ना हो।\nअगर थोड़ा बहुत भी कन्फ्यूजन हुआ, तो लोग आकर पूछ ही लेंगे — लेकिन इतना कन्फ्यूजन नहीं रहता।\nऔर अगर उसमें पीवी चार्ट वगैरह बनानी हो, या PPT के लिए थ्रू बनाना हो, तो आप उसे समराइज़ करके, समराइज़ वे में करोगे — ताकि जब आप चार्ट दिखाओ, तो उसमें साफ दिखे कि कहाँ अप है, कहाँ डाउन है, और कहाँ ग्रोथ नहीं हो रही है।\nचार्ट के ज़रिए यह बहुत अच्छे से दिखाया जा सकता है — जैसे परसेंटेज में दिखाना हो, तो परसेंटेज में दिखा सकते हैं; काउंट में दिखाना हो, तो काउंट में।\nइससे यह समझ आता है कि कंपनी कहाँ ग्रोथ कर रही है, कहाँ नहीं कर रही है; परफॉर्मेंस कहाँ ऊपर जा रहा है, और कहाँ नहीं; कहाँ दिक्कत आ रही है — मंथ वाइज़।\nआप इसे परफॉर्मर वाइज़ भी दिखा सकते हो, मंथ वाइज़ भी कर सकते हो — जैसे परफॉर्मर, फिर मंथ — इस तरह कर सकते हो।\nमैनेजर वाइज़ भी कर सकते हो — इससे आपको पता लग जाएगा कि किस मैनेजर की प्रोडक्टिविटी डाउन जा रही है, किस के अंडर में या किस परफॉर्मर की।\nकौन-से मंथ में जा रही है — वो भी दिखेगा।\nतो PPT में आप यह चीजें अच्छे से दिखा सकते हो। PPT सबसे बेस्ट चीज़ होती है अगर आपको अपनी कंपनी की ग्रोथ दिखानी हो।\nआप उसमें अपनी कंपनी की ग्रोथ, मैनेजर की ग्रोथ, और परफॉर्मर की ग्रोथ मंथ वाइज़ दिखा सकते हो।\nमैं भी ऐसे ही अपनी PPT बनाता हूँ।\nजब मैं डेटा देता हूँ, तो पहले खुद उसका विज़ुअलाइजेशन करता हूँ।\nपहले खुद उसे अनालाइज़ करता हूँ — कि डेटा में क्या है और क्या नहीं है।\nफिर जब मैं विज़ुअलाइजेशन बनाता हूँ, तो मंथ वाइज़, परफॉर्मर वाइज़ और मैनेजर वाइज़ करता हूँ — और उसमें ग्रोथ दिखाता हूँ कि कितने परसेंट की ग्रोथ हुई है, कितना परसेंट डाउन हुआ है, कितना नंबर बढ़ा है और कितना नंबर घटा है।','Google Sheets में multiple teams की monthly performance trends को visualize करने के लिए, मैं सबसे पहले data को एक structured format में organize करूंगा। इसका मतलब है कि हर team के performance metrics को clearly label और month-wise categorize करना पड़ेगा।\n\nफिर मैं pivot tables use करूंगा ताकि data को summarize किया जा सके – इससे information को easily manipulate और filter किया जा सकता है।\n\nData organize होने के बाद, मैं कुछ charts बनाऊंगा जैसे की line graphs या bar charts, ताकि performance trends को visually represent किया जा सके over the time.\n\nइन charts को हम customize कर सकते हैं – अलग-अलग colors और labels डाल के – ताकि key insights जैसे कि growth areas या performance decline को easily highlight किया जा सके।\n\nसाथ ही, मैं conditional formatting का use करूंगा ताकि कोई भी significant बदलाव या trend जो ध्यान देने लायक हो, वो तुरंत नज़र आए।\n\nइस तरीके से जो dashboards बनेंगे, वो ना सिर्फ visually appealing होंगे, बल्कि जरूरी information को clearly और effectively communicate भी करेंगे।','4/10','Dileep\'s response demonstrates a basic understanding of data visualization but lacks the structured approach and technical depth seen in the benchmark response. He emphasizes summarization and visualization but doesn\'t mention specific tools or techniques like pivot tables, conditional formatting, or chart types that are crucial for effective dashboard creation in Google Sheets. His focus on PPTs and general data understanding is less relevant to the question\'s context. To improve, Dileep could have detailed the use of Google Sheets features and how they aid in creating effective dashboards.'),(1403,320,196,747,237,'अब बात करते हैं cross-functional communication की... क्या आप मुझे कोई example दे सकते हैं... जब आपने दूसरे departments के साथ collaborate किया हो... किसी report के लिए data gather या validate करने के लिए?\n','मैं आपको एक उदाहरण दे सकता हूँ। अगर मैंने और कोई दूसरा मैनेजर है, जो मुझे बोलता है कि कुछ भी डेटा को लेकर उसे क्लियर नहीं आ रहा — हमारे पास एक डैशबोर्ड होता है, जिसमें पूरा डेटा Data Warehouse से आता है।\nहम कोडिंग करते हैं और वहां से डेटा निकालते हैं।\nपहले हमारे पास एक डेवलपर होता है, जो डैशबोर्ड बनाता है — उसका एक टूल होता है, वहीं से डेटा निकालते हैं।\nउसके बाद जब मुझे डेटा को अनालाइज करना होता है, तो मैं Data Warehouse से डेटा निकालता हूँ।\nक्योंकि जितना भी आपकी प्रोडक्टिविटी, जितना भी डेटा होता है — वह सारा Data Warehouse में होता है।\nतो जब वो डेटा Data Warehouse में होता है, मैं सबसे पहले उसे मैच करता हूँ।\nअगर वह डेटा मैच नहीं करता है, तो मैं IT टिकेट रेज़ करता हूँ और मैनेजर के साथ भी अपनी बातचीत करता हूँ, मेल करता हूँ, और उन्हें अपडेट करता रहता हूँ कि डेटा में क्या इशू है, कहां से इशू आ रहा है — IT का इशू है या Data Warehouse में इशू है, या डेटा अपडेट नहीं हुआ है।\nतो ये सारी चीज़ें चलती रहती हैं।\nलेकिन जब मैं अपना डेटा बनाता हूँ, तो मैं डेटा डैशबोर्ड से नहीं निकालता — मैं डेटा Data Warehouse से निकालता हूँ।\nएक बार एक सवाल पूछा गया था कि इस बंदे की प्रोडक्टिविटी क्या है।\nतब मैंने उसे बताया कि सर, आप प्रोडक्टिविटी लेते तो हैं, लेकिन जो आप काउंट करते हैं, वह प्रॉपर काउंट नहीं होता।\nउन्होंने कहा, हाँ, सिंगल काउंट करते हैं।\nतो मैंने कहा कि सर, मैंने उसके लिए भी प्रॉपर प्रोडक्टिविटी तैयार की है।\nतो फिर उन्होंने कहा, \"ठीक है, चलो ओके।\"\n','मेरे role में, as an MIS Analyst, मैं अक्सर अलग-अलग departments के साथ collaborate करता हूँ ताकि हमारे reports accurate और reliable रहें। एक बार ऐसा हुआ जब मुझे management team के लिए एक detailed productivity metrics report बनानी थी। इसके लिए मैंने IT department के साथ मिलकर Data Warehouse से जरूरी data access किया।\n\nफिर मैंने development team के साथ coordinate किया ताकि ये confirm हो सके कि हमारे data extraction tools सही से काम कर रहे हैं और मेरे पास सबसे recent data है। इसके अलावा, मैंने अलग-अलग department heads से बात की ताकि जो data points मैंने लिए हैं, वो उनके records से match करें।\n\nये cross-functional collaboration बहुत important था क्योंकि इसी से हमने early stage पर data में कुछ discrepancies पकड़ लीं, जिन्हें हमने अपने data extraction processes को update करके और regular data validation checks डालकर ठीक किया।\n\nइससे ना सिर्फ report की accuracy improve हुई, बल्कि हमारी management team के decision-making process में भी काफी मदद मिली।','5/10','Dileep\'s response demonstrates a basic understanding of cross-functional communication, detailing interactions with managers and IT for data validation. However, it lacks depth in describing the collaboration process with other departments and the impact of these efforts on report accuracy and decision-making. The benchmark response provides a more comprehensive view of cross-functional collaboration, detailing specific actions and outcomes. To improve, Dileep could have elaborated on how these interactions enhanced report accuracy and decision-making, similar to the benchmark response.'),(1404,320,196,747,237,'एक technical scenario सोचते हैं... मान लीजिए आपको अलग-अलग sources से data consolidate करना है Google Sheets में... for an IT infrastructure project... तो आप step-by-step अपना approach कैसे plan करेंगे ताकि data consistency और accuracy बनी रहे?\n','अगर मुझे डेटा का सोर्स देखना होगा, तो मैं सबसे पहले एक शीट लूंगा, उसमें डेटा पेस्ट करूँगा। उसके बाद, मैं पहले कॉलम चेक करूंगा कि उसके कॉलम मैच कर रहे हैं या नहीं। फिर, मैं कॉलम को चेक करूंगा।\nगूगल शीट्स एक बेहतरीन टूल है, और उसमें आप कोपाइलट भी इस्तेमाल कर सकते हैं, जो काफी सहायक है।\nउसके बाद मैं कोपाइलट का उपयोग करूंगा। अगर कॉलम मैच कर रहे हैं या अगर वे आगे-पीछे हैं, तो मैं फॉर्मूला का उपयोग करता हूँ।\nक्योंकि फॉर्मूला का उपयोग करके, डेटा की गुणवत्ता बनी रहती है। अगर मैं मैन्युअली करूंगा, तो उसमें समय लगेगा, लेकिन फॉर्मूला के जरिए यह बहुत जल्दी और सटीक हो जाता है।\n','Different sources से data ko Google Sheets में consolidate करने के लिए, सबसे पहले मैं सारे relevant data sources को identify और gather करूँगा जो IT infrastructure project से जुड़े हुए हैं। उसके बाद मैं एक master Google Sheet बनाऊँगा और हर source से data को अलग-अलग tabs में import करूँगा ताकि सब कुछ organized रहे।\n\nफिर मैं सारे tabs में data formats को standardize करूँगा ताकि uniformity बनी रहे, और VLOOKUP जैसी functions और data validation यूज़ करूँगा ताकि data की accuracy को cross-check और verify किया जा सके। इसके बाद, मैं pivot tables और formulas का यूज़ करके एक summary tab में data को consolidate करूँगा और ensure करूँगा कि अगर कोई discrepancy है तो उसे resolve किया जाए।\n\nपूरे process के दौरान, मैं regular basis पर data integrity चेक करता रहूँगा और ज़रूरत पड़ी तो adjustments भी करूँगा। अंत में, जहाँ भी possible हो, मैं Google Apps Script से इस पूरे process को automate कर दूँगा ताकि future में updates efficient और accurate तरीके से हो सकें।','4/10','Dileep\'s response demonstrates a basic understanding of using Google Sheets for data consolidation but lacks depth and structure compared to the benchmark response. He mentions using formulas and Copilot for accuracy but does not detail steps like organizing data into separate tabs, standardizing formats, or using pivot tables. Additionally, there\'s no mention of data integrity checks or automation, which are crucial for maintaining consistency and efficiency. To improve, Dileep could have elaborated on using specific Google Sheets functions and automation techniques to enhance data handling.'),(1405,320,196,747,237,'अब मान लीजिए उस दौरान कुछ inconsistent या missing data मिल जाए... तो फिर आप कैसे identify करेंगे और कैसे solve करेंगे इन problems को... ताकि final report reliable रहे?','मैं आपको बताना चाहता हूँ कि, देखो, अगर मुझे ऐसा लगता है कि डेटा मिसिंग है, और अगर मैंने वह रिपोर्ट पहले बनाई थी और वही रिपोर्ट मैं फिर से बना रहा हूँ, तो मुझे पता लग जाएगा कि डेटा में कोई फर्क आ रहा है। अगर मुझे लगता है कि डेटा थोड़ा कम आ रहा है या ज्यादा आ रहा है, तो मुझे पहले पिछले डेटा को चेक करना पड़ेगा कि पिछले डेटा में कौन सा डेटा आ रहा है और कौन सा मिसिंग है।\nपहले पिछले डेटा को देखेंगे, और अगर मेरे डेटा में कोई फर्क आएगा तो मुझे पता लग जाएगा कि डेटा में कुछ न कुछ मिसिंग है। इसलिए मैं पूरा डेटा एनालाइज करता हूँ ताकि मेरी डेटा की गुणवत्ता बनी रहे। मिसिंग डेटा में थोड़ा बहुत फर्क हो सकता है, लेकिन मैं हमेशा अपना डेटा पिछले डेटा से तुलना करता हूँ।','अगर मुझे कहीं inconsistent या missing data मिलती है, तो सबसे पहले मैं previous reports के साथ उसका proper comparison करता हूँ ताकि पता चले कि कहां-कहां पर differences हैं। मैं Google Sheets यूज़ करता हूँ differences को highlight करने के लिए और exact वो areas find करने के लिए जहाँ data missing है या inconsistent है।\n\nउसके बाद मैं data sources को validate करता हूँ ताकि ये confirm हो जाए कि जो data आ रहा है वो accurate और complete है। अगर discrepancies फिर भी बनी रहती हैं, तो मैं related departments से contact करता हूँ ताकि data verify किया जा सके और जो भी missing information है, वो gather की जा सके।\n\nइसके अलावा, मैं data validation techniques और कुछ formulas use करता हूँ जिससे future reports में ऐसी inconsistencies automatically detect हो जाएँ। ये पूरा approach final report की reliability और integrity maintain करने में help करता है।','4/10','Dileep\'s response indicates an understanding of the importance of comparing current data with previous reports to identify discrepancies. However, the response lacks depth and detail compared to the benchmark response. Dileep does not mention using specific tools or techniques like Google Sheets for highlighting differences, validating data sources, or employing data validation techniques. To improve, Dileep could have elaborated on using specific functions or scripts to automate the process and ensure data integrity, which are crucial skills for the role.'),(1406,320,196,747,237,'अच्छा... आगे बढ़ते हैं... क्या आप अपना experience शेयर कर सकते हैं... जब आपने Google Workspace tools जैसे Docs या Slides use किए हों... reporting या presentations के लिए?','मैं आपको बताना चाहता हूँ कि जब मैं अपना डेटा बनाता हूँ या मैं कुछ भी करता हूँ अपने डेटा के लिए, तो मैं पहले अपने डॉक्यूमेंट्स बनाता हूँ ताकि अगर कभी किसी का डिवाइस खराब हो जाए या कुछ भी परेशानी हो, तो वो दूसरे दस्तावेज़ से रिपोर्ट बना सके। और मैंने बहुत सारी पी-पी-टी बनाई हैं, मैंने बहुत सारे डॉक भी बनाए हैं ताकि, जब मैंने डॉक तैयार किया हो, तो उसमें डेवलपर्स ने अपने लॉजिक बताया है कि उन्होंने डैशबोर्ड कैसे बनाया है और डेटा की गुणवत्ता कैसे बढ़ाई है, जिससे उन्होंने अपनी एक्यूरेसी भी अच्छे से मेंटेन रखी है।\nजब मैं पी-पी-टी बनाता हूँ, तो मैं हमेशा उसे अच्छे तरीके से बनाता हूँ, जैसे एक प्रेजेंटेशन, ताकि उसमें मुझे कोई भी नकारात्मक बिंदु न मिले। जब मैं समरी करता हूँ, तो मैं ध्यान देता हूँ कि वो प्रेजेंटेशन ऐसी हो, जिसे देखकर सामने वाला आसानी से समझ सके।\nतो, मैं ऐसे ही पी-पी-टी बनाता हूँ, ताकि देखने वाले को लगे कि सब कुछ समायोजित है। जब मैं अपनी कंपनी की ग्रोथ दिखाऊँगा, तो वही तरीका इस्तेमाल करता हूँ। हमने डेवेलपर्स से भी यह सीखा है। मैं अपने लॉजिक के साथ टीम में भी इसे लागू करता हूँ, और कुछ और लोग हैं जो हमें डेवेलपर्स से सलाह देते हैं, तो मैं अपना लॉजिक देता हूँ और उसी के हिसाब से हम आगे बढ़ते हैं।','मेरे MIS Analyst वाले role में, मैंने Google Workspace के tools जैसे Docs और Slides का काफ़ी ज़्यादा use किया है reporting और presentations के लिए। जैसे कि जब मैं reports prepare करता हूँ, तो अक्सर Google Docs में सारी info को अच्छे से draft करके organize करता हूँ, ताकि सब कुछ clear रहे। इससे ये फायदा होता है कि अगर कभी कोई technical issue हो भी जाए, तो data safe रहता है और किसी भी device से access किया जा सकता है।\n\nइसके अलावा, मैं अकसर Google Slides यूज़ करता हूँ presentations बनाने के लिए, ताकि stakeholders को insights और data trends अच्छे से समझा सकूँ। मैं इस बात पर ध्यान देता हूँ कि presentations visually appealing और समझने में आसान हों, जिससे message अच्छे से convey हो पाए। Team members के साथ मिलकर काम करते हुए, मैं unka feedback भी incorporate करता हूँ ताकि presentation की quality और clarity aur improve हो जाए और audience को clearly समझ आ सके।','5/10','Dileep\'s response demonstrates familiarity with Google Workspace tools, mentioning the creation of documents and presentations. However, the response lacks specific examples or depth regarding how these tools are used for reporting or presentations. The focus is more on the general process rather than specific applications or benefits of Google Docs and Slides. The benchmark response provides a clearer structure and highlights collaboration and communication aspects, which are missing in Dileep\'s answer. Dileep could improve by detailing how these tools enhance reporting and presentation quality, similar to the benchmark.'),(1407,321,195,729,236,'Let’s start with your experience in Google Sheets. Can you please tell me how you have used formulas or pivot tables to create or automate reports in your previous roles?','You have 3 year experience in Google Sheets, working, private tables, reposts, geopublics is weekly and usually, and data analysis.\n','Certainly, in my previous roles as an MIS Executive, I extensively used Google Sheets to automate reports. For instance, I utilized formulas like VLOOKUP and HLOOKUP to efficiently retrieve and organize data. Pivot tables were crucial for summarizing large datasets, allowing me to generate insightful reports quickly. I also employed conditional formatting to highlight key data points and used data validation to ensure accuracy. These tools helped streamline reporting processes and supported data-driven decision-making within the organization.','2/10','Vineet Kumar\'s response lacks clarity and depth regarding his experience with Google Sheets. He mentions having three years of experience but fails to provide specific examples or details about using formulas or pivot tables to automate reports. The response is vague and does not demonstrate the required proficiency in Google Sheets as outlined in the job description. To improve, Vineet could have detailed specific formulas or pivot table techniques he used and how they contributed to report automation and data analysis.'),(1408,321,195,729,236,'Moving on, could you share an example where you analyzed a large dataset in Google Sheets to identify trends or patterns that supported business decisions?','Yes, Google Sheets is used for data science, and for me, it is used for.','In my previous role as an MIS Executive, I was tasked with analyzing a large dataset related to customer transactions. Using Google Sheets, I employed various functions like pivot tables and VLOOKUP to organize and summarize the data. By doing so, I was able to identify a trend where a specific product line was consistently underperforming in certain regions. This insight allowed the sales team to focus their efforts on those areas, leading to a targeted marketing campaign that ultimately improved sales performance. This experience highlighted the importance of data-driven decision-making and how effectively analyzing data can support strategic business initiatives.','1/10','Vineet Kumar\'s response lacks depth and specificity. He merely acknowledges the use of Google Sheets for data science without providing a concrete example or detailing any specific functions or analyses he performed. This response does not demonstrate his ability to analyze large datasets or identify trends to support business decisions. A more detailed response, similar to the benchmark, would have showcased his analytical skills and experience in data-driven decision-making.'),(1409,321,195,729,236,'Let’s discuss MIS reporting. Can you please describe a situation where you prepared or maintained MIS reports and ensured their accuracy and timeliness?','Yes, MIS reporting is... Now here\'s a technical scenario. Suppose you are given a raw data dump from multiple departments with inconsistent formats. Can you please walk me through your approach to clean, validate, and consolidate this data in Google Sheets for a consolidated MIS report? Yes, we communicate to stakeholders. Generate a report and communicate to stakeholders.','Let me clarify this. In my role as an MIS Executive, I was responsible for preparing and maintaining various MIS reports. One particular instance comes to mind where I had to ensure the accuracy and timeliness of these reports. I was tasked with generating a monthly performance report for our sales department. The data came from multiple sources, including sales figures, customer feedback, and inventory levels, all in different formats.\n\nTo ensure accuracy, I first standardized the data formats using Google Sheets. I utilized functions like VLOOKUP and pivot tables to cross-reference and validate the data. This helped in identifying any discrepancies early on. I also set up automated checks using conditional formatting to flag any anomalies.\n\nFor timeliness, I created a structured timeline for data collection and report generation. I coordinated with different departments to ensure they submitted their data on time. Once the report was compiled, I reviewed it for any errors and then shared it with the stakeholders through Google Drive, ensuring they had access to the latest information. This process not only maintained the integrity of the data but also ensured that the reports were delivered promptly, aiding in timely decision-making.','2/10','Vineet Kumar\'s response lacks depth and specificity, providing only a vague affirmation of MIS reporting and stakeholder communication. He does not detail any specific processes or techniques used to ensure accuracy and timeliness in MIS reporting, nor does he address the technical scenario of handling inconsistent data formats. In contrast, the benchmark response offers a comprehensive explanation of data standardization, validation, and timely report generation. Vineet could improve by detailing his approach to data cleaning, validation, and consolidation, as well as his methods for ensuring report accuracy and timeliness.'),(1410,321,195,729,236,'Now, here’s a technical scenario: Suppose you are given a raw data dump from multiple departments with inconsistent formats. Can you please walk me through your approach to clean, validate, and consolidate this data in Google Sheets for a consolidated MIS report?','You have conditioned formatting using unstructured data, structured format and MISPCOP generator.\n','To tackle a raw data dump from various departments with inconsistent formats, I would first import all the data into Google Sheets. My initial step would be to standardize the data formats using Google Sheets\' features like Text to Columns and Conditional Formatting to ensure consistency. Next, I would employ data validation techniques to check for any discrepancies or errors, using functions like IFERROR and ISBLANK to identify and rectify issues. After cleaning the data, I would use formulas such as VLOOKUP and Pivot Tables to consolidate the information, ensuring that all relevant data points are accurately captured. Finally, I would create a comprehensive MIS report by organizing the consolidated data into a structured format with clear headings and summaries, using charts and graphs where necessary to enhance clarity and facilitate data-driven decision-making. Throughout this process, I would ensure the accuracy and integrity of the data by cross-verifying with original sources and maintaining open communication with department representatives for any clarifications needed.','2/10','Vineet Kumar\'s response lacks depth and clarity. His mention of \"conditioned formatting using unstructured data, structured format and MISPCOP generator\" is vague and does not adequately address the steps needed to clean, validate, and consolidate data in Google Sheets. The response does not demonstrate a clear understanding of the processes involved, such as standardizing data formats, employing data validation techniques, or using specific Google Sheets functions like VLOOKUP and Pivot Tables. A more detailed explanation, similar to the benchmark response, would have been more appropriate.'),(1411,321,195,729,236,'Moving on to Google Workspace, can you please tell me how you have used Google Docs, Slides, or Drive to support your reporting or data sharing tasks?','Google Workspace, can you... No. No.\n','In my role as an MIS Executive, I have extensively used Google Workspace tools like Google Docs, Slides, and Drive to enhance reporting and data sharing tasks. For instance, I use Google Docs to draft and collaborate on reports with team members, ensuring everyone can provide input and make necessary edits in real-time. Google Slides is my go-to for creating presentations that summarize data insights and trends for stakeholders, making complex information more digestible. Additionally, Google Drive serves as a centralized repository for storing and sharing documents, ensuring that all team members have access to the latest versions of reports and data files, which streamlines our workflow and enhances collaboration.','0/10','Vineet Kumar\'s response to the question about using Google Workspace tools for reporting and data sharing tasks was inadequate. His response, \"Google Workspace, can you... No. No,\" lacks any detail or demonstration of knowledge about Google Docs, Slides, or Drive. An ideal response would have included specific examples of how these tools were used to enhance collaboration and streamline workflows, as outlined in the benchmark response. To improve, Vineet could have described how he uses these tools for drafting reports, creating presentations, and sharing documents.'),(1412,321,195,729,236,'Now, regarding Microsoft Excel and Google Apps Script, can you please share if you have automated any repetitive reporting tasks using macros or scripts?','Yes, Microsoft Excel and Google Sheet using macros. Microsoft Excel and Google Sheet using macros and prepare report.','In my previous roles, I have indeed automated several repetitive reporting tasks using both Microsoft Excel and Google Apps Script. For instance, I utilized macros in Excel to streamline the process of generating monthly reconciliation reports, which significantly reduced the time required to compile and format data. Additionally, I leveraged Google Apps Script to automate the creation of performance reports for agents, allowing for real-time data updates and improved accuracy. This automation not only enhanced efficiency but also ensured that the reports were consistently up-to-date and error-free.','2/10','Vineet Kumar\'s response lacks depth and specificity. While he acknowledges using macros in Microsoft Excel and Google Sheets, he does not provide any details or examples of the tasks he automated, the impact of these automations, or his experience with Google Apps Script. The benchmark response demonstrates a clear understanding and application of automation in reporting tasks, which is missing in Vineet\'s answer. To improve, Vineet could have elaborated on specific tasks he automated, the tools used, and the benefits achieved.'),(1413,321,195,729,236,'That brings me to time management and process optimization. Can you please describe a time when you improved the efficiency of a reporting process or managed multiple reporting deadlines effectively?','\n','In my previous role as an MIS Executive, I was responsible for preparing daily, weekly, and monthly reconciliation reports. Initially, this process was quite time-consuming as it involved manually gathering data from various sources and compiling it into a cohesive report. To improve efficiency, I developed a system using Excel macros and Google Apps Script that automated data collection and report generation. This not only reduced the time taken to prepare reports by 50% but also minimized errors associated with manual data entry. Additionally, I implemented a structured timeline for report submissions, which helped in managing multiple reporting deadlines effectively. By setting clear priorities and using automated reminders, I ensured that all reports were delivered on time, which significantly improved our team\'s productivity and allowed us to focus more on data analysis and strategic decision-making.','0/10','The response from Vineet Kumar is missing in the provided transcript. Without a response, it is impossible to evaluate the fitment based on correctness, depth, knowledge, and relevancy. Therefore, the response cannot be assessed against the benchmark response or job description requirements. It is crucial for candidates to provide a complete and thoughtful response to demonstrate their interest and communication skills effectively.'),(1414,321,195,729,236,'Thank you for your time! It was a pleasure speaking with you. We will be in touch regarding the next steps in the hiring process. Make sure to click the End button to exit the interview. ','','Thank you for the opportunity to interview with Innovatiview. I appreciate the time and consideration you\'ve given me. I\'m looking forward to the possibility of working together and contributing to your team. Please let me know if there\'s anything else you need from my side. Have a great day ahead.','0/10','The response from Vineet Kumar is missing in the provided transcript. Without a response, it is impossible to evaluate the fitment based on correctness, depth, knowledge, and relevancy. Therefore, the response cannot be assessed against the benchmark response or job description requirements. It is crucial for candidates to provide a complete and thoughtful response to demonstrate their interest and communication skills effectively.'),(1415,322,206,740,236,'Let’s start with your experience in Google Sheets. Can you please share how you have used formulas or pivot tables to automate MIS reporting tasks?','\n','Certainly. In my current role as an MIS Executive, I extensively use Google Sheets to automate reporting tasks. For instance, I leverage formulas like VLOOKUP and INDEX MATCH to efficiently pull and organize data from various sources. Additionally, I utilize pivot tables to summarize large datasets, which helps in generating insightful reports quickly. By automating these processes, I\'ve been able to reduce manual effort significantly and ensure data accuracy, which supports timely decision-making for the management team.','3/10','Ayub\'s response lacks depth and specificity compared to the benchmark response. He did not provide examples of specific formulas or pivot tables used, nor did he explain how these tools contributed to automating tasks or improving efficiency. To improve, Ayub could have detailed his use of specific Google Sheets functions like VLOOKUP or pivot tables, and described how these tools helped streamline reporting processes and enhance data accuracy.'),(1416,322,206,740,236,'Moving on, could you describe a situation where you analyzed large datasets in Google Sheets to identify key trends or patterns for decision-making?','For more UN videos visit www.un.org\n','In my previous role as an MIS Executive at VectraDigi Technologies, I was tasked with analyzing large datasets to support decision-making. One particular project involved examining sales data to identify trends that could inform our marketing strategies. I used Google Sheets to consolidate data from various sources, applying advanced formulas and pivot tables to sort and filter the information. By visualizing the data through charts, I was able to highlight key patterns, such as peak sales periods and product popularity across different regions. This analysis provided actionable insights that helped the marketing team tailor their campaigns more effectively, ultimately boosting sales performance.','0/10','Ayub\'s response does not address the question and lacks any relevant information or depth regarding analyzing large datasets in Google Sheets. The response is completely off-topic and does not demonstrate any knowledge or experience related to the task described in the question. To improve, Ayub could have detailed a specific project where he used Google Sheets for data analysis, highlighting the tools and methods used to identify trends and support decision-making.'),(1417,322,206,740,236,'Let’s discuss MIS reporting. Can you please tell me about a time you ensured data accuracy and integrity while preparing daily or monthly MIS reports?','Thanks for watching!\n','In my role as an MIS Executive at VectraDigi Technologies LLP, ensuring data accuracy and integrity was a critical part of my responsibilities. One specific instance comes to mind where I was tasked with preparing the monthly MIS report for the company owner. To maintain accuracy, I first consolidated data from various departments into a single Excel sheet. I used advanced Excel functions like VLOOKUP and pivot tables to cross-verify the data entries, ensuring there were no discrepancies. Additionally, I automated certain tasks using Excel macros to minimize manual errors. Throughout the process, I maintained open communication with department heads to clarify any inconsistencies and confirm data validity. This meticulous approach not only ensured the accuracy of the reports but also built trust in the data-driven decisions that followed.','0/10','Ayub\'s response lacks any relevant information regarding the question asked about ensuring data accuracy and integrity in MIS reporting. The response \"Thanks for watching!\" does not address the question or provide any insight into his experience or skills related to MIS reporting. To improve, Ayub could have detailed a specific instance where he ensured data accuracy, mentioning tools like Excel functions or methods like cross-verification and automation, similar to the benchmark response.'),(1418,322,206,740,236,'Here’s the situation: You need to visualize sales data for multiple regions. Can you please walk me through how you would use charts or dashboards in Google Sheets to present this data clearly?','💕💕💕💕💕💕💕\n','To visualize sales data for multiple regions using Google Sheets, I would start by organizing the data in a structured format, ensuring each region\'s sales figures are clearly labeled. Next, I would use pivot tables to summarize the data, allowing me to easily analyze sales trends and totals for each region. After that, I would create charts such as bar charts or line graphs to visually represent the data. These charts help in comparing sales performance across different regions at a glance. To enhance clarity, I would use color coding and labels to highlight key data points. Additionally, I would set up a dashboard in Google Sheets that integrates these charts, providing an interactive and comprehensive view of the sales data. This dashboard would allow stakeholders to filter and drill down into specific regions or time periods, facilitating data-driven decision-making.','0/10','Ayub\'s response was not relevant to the question asked. Instead of providing a detailed explanation of how to visualize sales data using charts or dashboards in Google Sheets, Ayub\'s response consisted of unrelated symbols. A more appropriate response would have included steps such as organizing data, using pivot tables, creating charts, and setting up dashboards to facilitate data-driven decision-making.'),(1419,322,206,740,236,'Let’s talk about cross-functional communication. Can you please share an example where you collaborated with another department to gather data or clarify reporting requirements?','💕💕💕💕💕💕\n','In my previous role as an MIS Executive at Durga Finvest Pvt. Ltd., I had an opportunity to work closely with the finance department to streamline our monthly reporting process. The finance team needed detailed sales data to align with their financial forecasts, but there were discrepancies in the data we were using. I initiated a meeting with the finance team to understand their specific requirements and the challenges they were facing. Together, we identified the key data points they needed and the format that would be most useful for their analysis. I then collaborated with my team to ensure the data was accurately collected and presented in a way that met their needs. This collaboration not only improved the accuracy of our reports but also strengthened the communication between our departments, leading to more efficient decision-making processes.','0/10','Ayub\'s response to the question about cross-functional communication was not provided, as indicated by the placeholder text. This lack of a substantive response does not demonstrate his ability to collaborate effectively with other departments, which is a critical skill for the role of an MIS Analyst. A more appropriate response would have included a specific example of a past collaboration, detailing the departments involved, the challenges faced, and the outcomes achieved through effective communication and teamwork.'),(1420,322,206,740,236,'Now, imagine you are tasked with consolidating data from several sources for an IT infrastructure project. Can you please outline your approach to ensure the final report is accurate and insightful?','\n','Let me clarify this. When tasked with consolidating data from various sources for an IT infrastructure project, my approach would involve several key steps to ensure accuracy and insightfulness. First, I would begin by identifying and understanding the specific data requirements and objectives of the project. This involves collaborating with relevant departments to gather all necessary data sources and clarifying any reporting requirements. Next, I would meticulously collect and validate the data to ensure its accuracy and completeness. This might involve using tools like Google Sheets to organize and manage the data efficiently. \n\nThat brings me to the next step, which is data analysis. Here, I would employ techniques such as pivot tables and charts to identify trends and patterns within the data. This helps in drawing meaningful insights that can inform decision-making. Additionally, I would automate repetitive tasks using formulas and scripts to enhance efficiency and reduce the risk of errors. \n\nTo put it another way, I would ensure that the final report is not only accurate but also presented in a clear and insightful manner, making use of visual aids like charts and dashboards to effectively communicate the findings. Finally, I would review the report with stakeholders to gather feedback and make any necessary adjustments, ensuring the report meets all project objectives and supports strategic decisions.','7/10','Ayub\'s response outlines a structured approach to consolidating data, emphasizing collaboration, data validation, and the use of Google Sheets for organization. He mentions using pivot tables and charts for analysis, which aligns with the job description requirements. However, the response lacks specific examples of automation and stakeholder engagement, which are crucial for ensuring accuracy and insightfulness in reports. To improve, Ayub could have detailed how he would automate tasks and involve stakeholders in the review process to meet project objectives.'),(1421,322,206,740,236,'Suppose you discover that some data entries are missing or incorrect in your MIS report. Can you please explain how you would identify and resolve these issues?','Bye. \n','To identify and resolve missing or incorrect data entries in an MIS report, I would start by conducting a thorough review of the data sources and cross-referencing them with the report. I would use data validation techniques to pinpoint discrepancies. For missing entries, I would trace back to the original data source to ensure all data is captured accurately. If the data is incorrect, I would verify the data entry process and correct any errors. I would also implement automated checks and alerts in Google Sheets to flag potential issues in the future. Collaboration with relevant departments would be essential to ensure data integrity and address any systemic issues contributing to these discrepancies.','0/10','Ayub\'s response to the question about identifying and resolving missing or incorrect data entries in an MIS report was completely off-topic and irrelevant. Instead of addressing the question, Ayub simply said \"Bye,\" which does not provide any insight into his knowledge or approach to handling such issues. A more appropriate response would have involved discussing methods like data validation, cross-referencing data sources, and implementing automated checks to ensure data integrity, as outlined in the benchmark response.'),(1422,322,206,740,236,'Moving on to Google Workspace, can you please tell me how you have used Google Docs or Drive to support your reporting or data management tasks?','Bye. \n','In my previous roles, I\'ve extensively used Google Docs and Drive to enhance our reporting and data management processes. Google Docs has been invaluable for collaborating with team members on report drafts, allowing us to make real-time edits and ensure everyone is on the same page. This has streamlined our workflow and improved the accuracy of our reports. Additionally, Google Drive has served as a centralized repository for all our data and reports, making it easy to organize, access, and share files securely with stakeholders. This has not only improved our efficiency but also ensured that sensitive information is handled responsibly.','0/10','Ayub\'s response to the question about using Google Docs or Drive for reporting or data management tasks was \"Bye,\" which does not provide any relevant information or insight into his experience or skills in this area. The benchmark response highlights the use of Google Docs for collaboration and Google Drive for data organization and sharing, which are key aspects of the job description. Ayub could have improved his response by discussing specific ways he has utilized these tools in his previous roles to support data management and reporting tasks.'),(1423,322,206,740,236,'Let’s talk about Microsoft Excel and Google Apps Script. Can you please share an example where you automated a repetitive reporting task using advanced Excel features or basic scripting?','For more UN videos visit www.un.org\n','In my previous role as an MIS Executive at VectraDigi Technologies, I encountered a situation where I needed to automate the generation of weekly sales reports. The process was initially manual, involving repetitive data entry and formatting tasks, which was time-consuming and prone to errors. To streamline this, I utilized advanced Excel features such as pivot tables and macros. I created a macro that automatically pulled data from various sheets, consolidated it, and updated the pivot tables to reflect the latest figures. Additionally, I used Google Apps Script to automate the emailing of these reports to the relevant stakeholders every Monday morning. This automation not only saved significant time but also improved the accuracy and consistency of our reporting process.','0/10','Ayub\'s response to the question about automating a repetitive reporting task using advanced Excel features or basic scripting was not relevant. Instead of providing an example from his experience, he mentioned an unrelated topic about UN videos. This response lacks any depth, knowledge, or relevancy to the question asked. A more appropriate response would have involved detailing a specific project where he used Excel features or scripting to automate a task, similar to the benchmark response provided.'),(1424,322,206,740,236,'Finally, can you please describe how you manage your time and prioritize tasks when handling multiple reporting deadlines or urgent data requests?','Yeah.\n','Managing time and prioritizing tasks effectively is crucial, especially when dealing with multiple reporting deadlines or urgent data requests. I start by creating a detailed schedule that outlines all upcoming deadlines and tasks. I use tools like Google Calendar and task management apps to keep track of these deadlines and set reminders. For prioritization, I assess the urgency and importance of each task. Urgent tasks that have a significant impact on the business take precedence. I also break down larger tasks into smaller, manageable steps, which helps in maintaining focus and ensuring progress. Regularly reviewing and adjusting my priorities allows me to stay flexible and responsive to any changes or unexpected requests. Additionally, I communicate proactively with my team and stakeholders to ensure alignment and manage expectations effectively.','1/10','Ayub\'s response lacks depth and fails to address the question adequately. A simple \"Yeah\" does not demonstrate his ability to manage time or prioritize tasks, which are crucial skills for the role of an MIS Analyst. A more comprehensive answer would include specific strategies or tools he uses to manage deadlines and prioritize tasks, similar to the benchmark response. This would showcase his understanding and experience in handling multiple reporting deadlines or urgent requests effectively.'),(1425,322,206,740,236,'Thank you for your time! It was a pleasure speaking with you. We will be in touch regarding the next steps in the hiring process. Make sure to click the End button to exit the interview. ','','Thank you for the opportunity to interview with Innovatiview. I appreciate the chance to discuss my experience and how I can contribute to your team. I\'m looking forward to the next steps and am excited about the possibility of working together. Please let me know if there\'s anything else you need from my side. Have a great day!','0/10','Ayub did not provide a response to the closing statement of the interview. The benchmark response demonstrates professionalism and enthusiasm for the opportunity, which is missing in Ayub\'s case. A better response would have included a thank you, an expression of interest in the role, and an offer to provide further information if needed.'),(1426,323,206,750,237,'हाय... मैं मीरा हूँ, एक autonomous AI bot interviewer! और...umm... Innovativeview में एक possible opportunity के बारे में आपका Interview लेना चाहथी हूँ। इंटरव्यू के दौरान थोड़ा lag आ सकता है बातचीत में... उसके लिए sorry... मैं अभी evolve हो रही हूँ और... धीरे-धीरे better बनूँगी। तो बताइए... आपका दिन कैसा जा रहा है?','Response is not clear','Thank you for asking, Mira. मेरा दिन अच्छा जा रहा है, और मैं इस interview के लिए यहाँ आकर excited हूँ। तुम्हारा कैसा चल रहा है दिन?','0/10','Ayub\'s response appears to be a random string of characters, which does not address the question or engage with the interviewer. This response lacks relevance, depth, and any indication of communication skills, which are crucial for the role of an MIS Executive. A more appropriate response would have been a polite acknowledgment of the question and expressing enthusiasm for the interview, similar to the benchmark response provided.'),(1427,323,206,750,237,'हम MIS Analyst की position के बारे में बात करने वाले हैं... उम्मीद है आपने job description पढ़ लिया होगा! तो चलिए... शुरू करते हैं... पहले आप अपना Google Sheets का experience शेयर करिए... आपनें कैसे formulas या pivot tables यूज़ किए हैं reporting tasks को automate करने के लिए, अपने पिछले roles में?','Google Sheet पे टोटली उज़ेट टू येर का एक्सपीरेंस है। उसमें काफी सारे फॉर्मले यूज़ करता हूँ। मैं जैसे VLOOKUP, HLOOKUP, INDEX MATCH और DASHBOARD वगेरा बनाना और PIVOT TABLE ये सब Google Sheet पे यूज़ कर चुका हूँ।\n','मेरे पिछले रोल्स में, मैंने रिपोर्टिंग टास्क्स को आसान बनाने के लिए Google Sheets का extensively इस्तेमाल किया है। मैंने VLOOKUP, HLOOKUP, और INDEX MATCH जैसे formulas apply किए हैं ताकि डेटा को efficiently manage और analyze किया जा सके। इसके अलावा, मैंने pivot tables बनाई हैं जो डेटा ट्रेंड्स को summarize और visualize करने में मदद करती हैं, जो insightful reports generate करने के लिए काफी ज़रूरी रही हैं। इन प्रोसेस को automate करने से न सिर्फ़ समय की बचत हुई बल्कि हमारी reports की accuracy भी improve हुई। मैंने ऐसे dashboards भी develop किए हैं जो real-time डेटा insights provide करते हैं, जिससे departments के बीच बेहतर decision-making हो पाती है।','5/10','Ayub\'s response indicates familiarity with Google Sheets and mentions the use of formulas like VLOOKUP, HLOOKUP, and INDEX MATCH, as well as creating dashboards and pivot tables. However, the response lacks depth and detail about how these tools were used to automate reporting tasks or improve decision-making, which is crucial for the role. To improve, Ayub could have elaborated on specific projects or outcomes achieved through these tools, similar to the benchmark response.'),(1428,323,206,750,237,'अच्छा आगे बढ़ते हैं... क्या आप कोई ऐसा situation बता सकते हैं... जहाँ आपने Google Sheets में raw data analyze करके कोई trends या patterns निकाले हों... जो बाद में business decisions में मददगार रहे?','Response is not clear','मेरे पिछले रोल में MIS Executive के तौर पे VectraDigi Technologies में, मुझे sales डेटा का विश्लेषण करने का काम सौंपा गया था ताकि मैं trends और patterns पहचान सकूं। मैंने Google Sheets का इस्तेमाल करके कच्चे डेटा को organize और clean किया, फिर pivot tables और charts का इस्तेमाल करके जानकारी को visualize किया। इस विश्लेषण के दौरान, मैंने एक seasonal trend पाया जहाँ sales कुछ महीनों के दौरान peak होती थी। इस insight ने management टीम को अपनी marketing strategies और inventory planning को adjust करने में मदद की, और इसके परिणामस्वरूप peak periods के दौरान sales में 15% की वृद्धि हुई। इस अनुभव ने मुझे data-driven decision-making की अहमियत और ये सिखाया कि प्रभावी data analysis कैसे business outcomes को significantly impact कर सकता है।','1/10','Ayub\'s response indicates a lack of understanding of the question, as he requested a repetition of the question in another language. This suggests a communication barrier or a need for clarification. The response does not provide any information regarding his experience or skills in analyzing raw data using Google Sheets to identify trends or patterns. To improve, Ayub could have shared a specific example from his past work experience where he successfully used data analysis to aid business decisions, similar to the benchmark response.'),(1429,323,206,750,237,'थोड़ा और deep dive करते हैं... आप कैसे accuracy और integrity maintain करते थे अपने MIS reports में... खासकर जब बड़े-बड़े datasets handle करने होते थे?','Data manage तो कई तरीके से कर सकते हैं, काफ़ी ऐसे explain कैसे करूँगा।\n','MIS रिपोर्ट्स में सटीकता और इंटेग्रिटी बनाए रखना, खासकर बड़े डेटा सेट्स के साथ, कई स्टेप्स शामिल करता है। सबसे पहले, मैं डेटा एंट्री के पॉइंट पर डेटा वैलिडेशन करता हूँ ताकि गलतियाँ कम हो सकें। मैं Google Sheets में VLOOKUP और पिवट टेबल्स जैसे टूल्स का इस्तेमाल करता हूँ डेटा को क्रॉस-चेक करने और किसी भी अंतर को पहचानने के लिए। नियमित ऑडिट्स डेटा सेट्स की कंसिस्टेंसी बनाए रखने में मदद करते हैं। मैं रिपीटिव टास्क्स को ऑटोमेट करने के लिए Google Apps Script का इस्तेमाल करता हूँ ताकि मैन्युअल गलतियाँ कम हो सकें। विभिन्न डिपार्टमेंट्स के साथ सहयोग करने से यह सुनिश्चित होता है कि जो डेटा इकट्ठा किया जा रहा है वह सटीक और अपडेटेड हो। आखिरकार, मैं एक वर्शन कंट्रोल सिस्टम बनाए रखता हूँ ताकि बदलावों का ट्रैक रखा जा सके और यह सुनिश्चित किया जा सके कि रिपोर्ट्स में सबसे विश्वसनीय डेटा का इस्तेमाल हो रहा है।','1/10','Ayub\'s response lacks depth and specificity. He mentions that there are many ways to manage data but fails to provide any detailed methods or examples. The benchmark response outlines specific strategies such as data validation, use of VLOOKUP and pivot tables, regular audits, automation with Google Apps Script, and collaboration with departments. Ayub could improve by detailing specific techniques he uses to maintain accuracy and integrity in MIS reports, especially with large datasets.'),(1430,323,206,750,237,'अब सोचिए... एक situation है: आपको multiple teams के monthly performance trends visualize करने हैं... hmm... तो आप किस तरह से dashboards या charts बनाएंगे Google Sheets में ताकि वो आसान और effective रहें?','सबसे पहले तो एक MIS बनानी होगी, डेटा बनाना होगा उन सबका, उसके बाद ही हम dashboard और private table उसमें यूज़ कर सकते हैं\n','गूगल शीट्स में कई टीमों के मासिक प्रदर्शन ट्रेंड्स को विज़ुअलाइज करने के लिए, मैं सबसे पहले हर टीम से सभी जरूरी डेटा इकट्ठा करूंगा ताकि सहीता और पूर्णता सुनिश्चित हो सके। फिर, मैं इस डेटा को एक संरचित फॉर्मेट में व्यवस्थित करूंगा, और अगर ज़रूरत पड़ी तो हर टीम के लिए अलग-अलग शीट्स का इस्तेमाल करूंगा। उसके बाद, मैं गूगल शीट्स की विशेषताओं का उपयोग करूंगा जैसे कि पिवट टेबल्स, ताकि डेटा को प्रभावी तरीके से सारांशित किया जा सके। विज़ुअलाइजेशन के लिए, मैं डायनेमिक डैशबोर्ड्स बनाऊंगा, जिसमें ट्रेंड्स के लिए लाइन ग्राफ्स, तुलना के लिए बार चार्ट्स, और वितरण से जुड़ी जानकारी के लिए पाई चार्ट्स शामिल होंगे। मैं कंडीशनल फॉर्मेटिंग का भी उपयोग करूंगा ताकि मुख्य प्रदर्शन संकेतकों को हाइलाइट किया जा सके। यह तरीका यह सुनिश्चित करता है कि डैशबोर्ड्स न केवल समझने में आसान हों, बल्कि निर्णय लेने के लिए क्रियाशील अंतर्दृष्टियाँ भी प्रदान करें।','3/10','Ayub\'s response lacks depth and specificity. He mentions creating an MIS and using dashboards and private tables but does not elaborate on the process or tools involved. The benchmark response provides a detailed approach, including data gathering, organization, and visualization techniques using Google Sheets features like pivot tables and charts. Ayub could improve by explaining how he would structure the data and utilize specific Google Sheets functionalities to create effective dashboards.'),(1431,323,206,750,237,'अब बात करते हैं cross-functional communication की... क्या आप मुझे कोई example दे सकते हैं... जब आपने दूसरे departments के साथ collaborate किया हो... किसी report के लिए data gather या validate करने के लिए?','अक्काउंट्स डिपार्ट्मेंट से भी मैंने कॉलिबरेट किया है और डेटा मैच करने के लिए पेमेंट शीट होती थी उन सबका मैच करना था\n','मेरे पिछले रोल में, मैं अक्सर फाइनेंस डिपार्टमेंट के साथ मिलकर काम करता था ताकि फाइनेंशियल रिपोर्ट्स की सटीकता सुनिश्चित हो सके। उदाहरण के तौर पर, एक प्रोजेक्ट था जिसमें हमें मल्टीपल डिपार्टमेंट्स से पेमेंट डेटा की वैलिडेशन करनी थी। मैंने अकाउंट्स टीम के साथ मिलकर पेमेंट रिकॉर्ड्स को क्रॉस-चेक किया और डेटा मेंConsistency सुनिश्चित की। इसमें नियमित मीटिंग्स शामिल थीं, ताकि हम डिस्क्रीपेंसीज़ पर चर्चा कर सकें और डेटा कलेक्शन प्रोसेस पर सहमति बना सकें। ओपन कम्युनिकेशन और कोलैबोरेटिव एप्रोच बनाए रखते हुए, हम रिपोर्टिंग प्रोसेस को स्मूद बना सके और अपनी फाइनेंशियल रिपोर्ट्स की सटीकता को बढ़ा सके।','4/10','Ayub\'s response indicates collaboration with the accounts department for data matching in payment sheets. However, it lacks depth and detail compared to the benchmark response. Ayub could have elaborated on the process, challenges faced, and the impact of the collaboration on report accuracy. Providing specific examples of how discrepancies were resolved or how communication was maintained would have demonstrated a deeper understanding and experience in cross-functional communication.'),(1432,323,206,750,237,'एक technical scenario सोचते हैं... मान लीजिए आपको अलग-अलग sources से data consolidate करना है Google Sheets में... for an IT infrastructure project... तो आप step-by-step अपना approach कैसे plan करेंगे ताकि data consistency और accuracy बनी रहे?','यह कुछ समझ नहीं आया है।\n','डेटा को अलग-अलग सोर्स से गूगल शीट्स में कंसोलिडेट करने के लिए और यह सुनिश्चित करने के लिए कि डेटा में कंसिस्टेंसी और एक्यूरेसी बनी रहे, मैं ये स्टेप्स फॉलो करूंगा:\n\nसबसे पहले, मैं सभी डेटा सोर्सेस को आइडेंटिफाई करूंगा और हर सोर्स से डेटा का फॉर्मेट और स्ट्रक्चर समझूंगा। इससे मुझे डेटा को इंटीग्रेट करने की योजना बनाने में मदद मिलेगी।\n\nइसके बाद, मैं एक मास्टर गूगल शीट बनाऊंगा जहाँ सभी डेटा को कंसोलिडेट किया जाएगा। मैं जरूरी कॉलम्स और डेटा टाइप्स सेट करूंगा ताकि अलग-अलग सोर्स से आए डेटा को सही तरीके से मैच किया जा सके।\n\nफिर, मैं गूगल शीट्स के बिल्ट-इन फंक्शन्स जैसे VLOOKUP, HLOOKUP, और INDEX MATCH का इस्तेमाल करूंगा ताकि अलग-अलग शीट्स या सोर्सेस से डेटा को मास्टर शीट में खींचा जा सके। इससे यह सुनिश्चित होगा कि डेटा सही तरीके से मैच और कंसोलिडेट हो जाए।\n\nकंसिस्टेंसी बनाए रखने के लिए, मैं डेटा वैलिडेशन रूल्स अप्लाई करूंगा ताकि गलत डेटा एंटर न हो और हर फील्ड में सही डेटा टाइप ही डाला जाए।\n\nऑटोमेशन और एफिशिएंसी के लिए, मैं गूगल ऐप्स स्क्रिप्ट का इस्तेमाल कर सकता हूँ ताकि रिपीटिटिव टास्क्स, जैसे डेटा इम्पोर्ट और ट्रांसफॉर्मेशन प्रोसेस को ऑटोमेट किया जा सके।\n\nअंत में, मैं नियमित रूप से डेटा की समीक्षा और सफाई करूंगा ताकि डुप्लिकेट्स या एरर्स को हटाया जा सके और कंसोलिडेटेड डेटा की इंटेग्रिटी और एक्यूरेसी बनी रहे। पूरे प्रोसेस के दौरान, मैं हर स्टेप और किए गए ट्रांसफॉर्मेशन को डोक्यूमेंट करूंगा ताकि ट्रांसपेरेंसी बनी रहे और भविष्य में ऑडिट्स या अपडेट्स को आसान बनाया जा सके।','0/10','Ayub\'s response to the technical scenario question was inadequate as he did not provide any substantial information or steps to address the task of consolidating data from different sources into Google Sheets. The response lacked depth, knowledge, and relevancy, failing to demonstrate an understanding of the process or tools involved. An ideal response would have included identifying data sources, using Google Sheets functions like VLOOKUP, and ensuring data consistency through validation rules and automation scripts.'),(1433,323,206,750,237,'अब मान लीजिए उस दौरान कुछ inconsistent या missing data मिल जाए... तो फिर आप कैसे identify करेंगे और कैसे solve करेंगे इन problems को... ताकि final report reliable रहे?','Response is not clear','डेटा में inconsistencies या missing information को पहचानना और हल करना final report की reliability सुनिश्चित करने के लिए बहुत ज़रूरी है। सबसे पहले, मैं डेटा का thorough review करूंगा ताकि किसी भी anomaly या gap को पहचाना जा सके। इसके लिए, मैं Google Sheets में conditional formatting जैसी functions का इस्तेमाल करूंगा ताकि inconsistencies या missing entries को highlight किया जा सके। एक बार पहचाने जाने के बाद, मैं डेटा को original sources से cross-reference करूंगा ताकि accuracy verify हो सके। अगर कोई discrepancies मिलती हैं, तो मैं relevant departments या individuals से सही जानकारी प्राप्त करने के लिए संपर्क करूंगा। इसके अलावा, मैं future inconsistencies को रोकने के लिए data validation rules implement करूंगा और VLOOKUP या INDEX MATCH जैसी formulas का उपयोग करूंगा ताकि data integrity बनी रहे। यह approach reports की accuracy और reliability को बनाए रखने में मदद करता है।','0/10','Ayub\'s response is completely irrelevant to the question asked. Instead of addressing the issue of identifying and resolving inconsistent or missing data, the response is a promotional statement unrelated to the context of data management or MIS reporting. A more appropriate response would involve discussing methods like data validation, cross-referencing with original sources, and using Google Sheets functions to ensure data accuracy and reliability.'),(1434,323,206,750,237,'अच्छा... आगे बढ़ते हैं... क्या आप अपना experience शेयर कर सकते हैं... जब आपने Google Workspace tools जैसे Docs या Slides use किए हों... reporting या presentations के लिए?','कई तरीगी के स्लाइशेज यूज़ कर रहे हैं मैंने और डैश्बोर्ड भी बनाई हैं\n','मेरे पिछले रोल्स में, मैंने गूगल वर्कस्पेस टूल्स जैसे कि डॉक्स और स्लाइड्स का बारीकी से उपयोग किया है रिपोर्ट्स और प्रजेंटेशन्स बनाने के लिए। उदाहरण के तौर पर, मैंने गूगल डॉक्स का इस्तेमाल किया रिपोर्ट्स को ड्राफ्ट करने और टीम के मेंबर्स के साथ मिलकर काम करने के लिए, ये सुनिश्चित करते हुए कि सभी इनपुट्स को सही तरीके से कैप्चर और ऑर्गनाइज किया जाए। इसके अलावा, मैंने गूगल स्लाइड्स का इस्तेमाल किया विभिन्न स्टेकहोल्डर्स के लिए प्रजेंटेशन्स डिजाइन और डिलीवर करने के लिए, जिसमें हमारे रिपोर्ट्स से डेटा विज़ुअलाइजेशन्स और इनसाइट्स को शामिल किया ताकि हम अपनी फाइंडिंग्स और रिकमेंडेशन्स को प्रभावी तरीके से कम्युनिकेट कर सकें। ये टूल्स कोलैबोरेशन को बढ़ाने में और ये सुनिश्चित करने में बहुत मददगार रहे हैं कि हमारी प्रजेंटेशन्स इनफॉर्मेटिव और इंगेजिंग दोनों हों।','3/10','Ayub\'s response lacks depth and specificity compared to the benchmark response. While he mentions using slides and creating dashboards, he does not provide details on how he used Google Workspace tools like Docs and Slides for reporting or presentations. The benchmark response highlights collaboration, data visualization, and effective communication, which are missing in Ayub\'s answer. To improve, Ayub could have elaborated on specific projects or examples where he used these tools to enhance reporting and presentations.'),(1435,323,206,750,237,'अब बात करते हैं Microsoft Excel और Google Apps Script की... क्या कोई ऐसा example है आपके पास... जब आपने इनमें से किसी tool का use करके कोई repetitive reporting task automate किया हो?','और तो मैं तो मैंने कई तरीके की शीट्स कर लिए हैं अलग अलग शीट्स मैंने कर लिए हैं\n','मेरे पिछले रोल में, जब मैं एक MIS Executive था, मैंने एक ऐसी स्थिति का सामना किया जहाँ मुझे Microsoft Excel और Google Apps Script का उपयोग करके एक रिपीटिटिव रिपोर्टिंग टास्क को ऑटोमेट करना था। खासकर, मेरी जिम्मेदारी हफ्तेभर की सेल्स रिपोर्ट्स जनरेट करने की थी, जिसमें कई शीट्स से डेटा कलेक्ट करना और कैल्कुलेशंस करना शामिल था ताकि insights मिल सकें। इस प्रोसेस को सिम्पल बनाने के लिए, मैंने Excel के एडवांस्ड फॉर्मूला और पिवट टेबल्स का इस्तेमाल किया ताकि डेटा को सही तरीके से ऑर्गनाइज किया जा सके। इसके अलावा, मैंने एक Google Apps Script लिखा जो डेटा एक्सट्रैक्शन और फॉर्मेटिंग को ऑटोमेट करता था, जिससे मैनुअल टास्क पर खर्च होने वाला समय काफी कम हो गया। इस ऑटोमेशन ने रिपोर्ट्स की एक्यूरेसी को तो बेहतर किया ही, साथ ही मुझे ज्यादा स्ट्रेटेजिक एनालिसिस पर फोकस करने का मौका भी मिला, जिससे टीम में बेहतर डिसीजन-मेकिन्ग में मदद मिली।','2/10','Ayub\'s response lacks depth and specificity. While he mentions working with different sheets, he does not provide a clear example of automating a repetitive reporting task using Microsoft Excel or Google Apps Script. The benchmark response illustrates a detailed scenario involving automation, advanced formulas, and scripting, which Ayub\'s response does not match. To improve, Ayub could have described a specific task he automated, the tools used, and the impact of the automation on efficiency and accuracy.'),(1436,323,206,750,237,'और लास्ट में... जब एक साथ multiple reporting requests आती हैं... वो भी tight deadlines के साथ... तो आप कैसे अपना time manage करते हैं... और tasks को prioritize करते हैं?','जो कम ज़्यादा इंपोर्टेंट होता है और बड़ा होता है उसको सबसे पहले करता हूँ\n','कई रिपोर्टिंग रिक्वेस्ट्स को टाइट डेडलाइंस के तहत प्रभावी तरीके से मैनेज करने के लिए, मैं सबसे पहले हर टास्क की अर्जेंसी और इम्पॉर्टेंस का आकलन करता हूँ। मैं उन टास्क्स को प्राथमिकता देता हूँ जिनका बिजनेस पर सबसे ज्यादा असर होता है या जो टाइम-सेंसिटिव होते हैं। मैं गूगल शीट्स जैसे टूल्स का इस्तेमाल करता हूँ ताकि अपने टास्क्स को ऑर्गनाइज और ट्रैक कर सकूँ, और हर एक के लिए क्लियर डेडलाइंस सेट करता हूँ। मैं अपनी शेड्यूल में स्पेसिफिक टाइम स्लॉट्स भी अलोकेट करता हूँ ताकि हाई-प्रायोरिटी टास्क्स पर फोकस कर सकूँ और ट्रैक पर रह सकूँ। इसके अलावा, मैं टीम के मेंबर्स के साथ कम्यूनिकेट करता हूँ ताकि प्रायोरिटीज पर अलाइन हो सकें और अगर ज़रूरत पड़े तो टास्क्स को डेलीगेट भी करता हूँ, ताकि सब कुछ एफिशियेंटली कम्पलीट हो सके। यह अप्रोच मुझे अपना टाइम इफेक्टिवली मैनेज करने में मदद करती है और डेडलाइंस को बिना क्वालिटी से समझौता किए पूरा करने में मददगार साबित होती है।','3/10','Ayub\'s response lacks depth and detail compared to the benchmark response. While he mentions prioritizing important tasks, he does not elaborate on the methods or tools he uses for time management and task prioritization. The benchmark response provides a comprehensive approach, including assessing urgency, using tools, setting deadlines, and communicating with team members. Ayub could improve by detailing his process and tools used for managing multiple tasks under tight deadlines.'),(1437,323,206,750,237,'Thank you for your time! It was a pleasure speaking with you. We will be in touch regarding the next steps in the hiring process. Make sure to click the End button to exit the interview. ','','इनोवेटिवव्यू के साथ इंटरव्यू का मौका देने के लिए धन्यवाद। मेरी अनुभव और कैसे वो इस रोल के साथ मेल खाता है, इस पर चर्चा करना बहुत अच्छा रहा। मैं प्रोसेस के अगले स्टेप्स का इंतजार करता हूँ। आपका दिन शुभ हो!','0/10','Ayub\'s response to the closing statement of the interview was non-existent, as there was no response provided. In contrast, the benchmark response demonstrates professionalism and enthusiasm for the opportunity. Ayub could have responded similarly to express gratitude and interest in the role, which would have left a positive impression on the interviewer.'),(1507,326,225,767,246,'Let’s start with your clinical nursing skills. Can you please tell me about a time you provided direct patient care and what steps you followed to ensure safety?','Hi good afternoon. So daily if my morning shift is from 8 o\'clock to 2 o\'clock I am starting with my job starting as an aide which is a tool like first acknowledging the patient introducing myself to the patient and if I am doing any procedure or any care which I am providing to the patient I am just asking them for their verbal consent and telling them how much the duration it will take place to take care for that procedure and then proper explaining the procedure and when I am doing my thing completely I am just asking them for any other assistance and then I say thank you. So for the basically safety we are following all of our IPHDs which is from 1 to 6 and accordingly we are working on that.','Certainly. During my time as a staff nurse at Varun Arjun Medical College, I had the opportunity to provide direct patient care on numerous occasions. Let me clarify this with an example: I was responsible for administering medications and monitoring vital signs for patients in my unit. To ensure safety, I began by thoroughly reviewing each patient\'s medical history and current medication orders. I always verified patient identity using two identifiers before administering any medication, which is crucial to prevent errors.\n\nHere\'s the situation: I followed the hospital\'s protocol for infection control by washing my hands and wearing appropriate personal protective equipment. During the administration of medication, I explained the procedure to the patient, ensuring they understood what was happening and why. This not only helped in gaining their trust but also in obtaining informed consent.\n\nThat brings me to the next step: After administering the medication, I closely monitored the patient for any adverse reactions and documented all observations accurately in their medical records. I also made sure to communicate any significant changes to the healthcare team promptly. To put it another way, I maintained a high standard of care by adhering to safety protocols and ensuring clear communication with both patients and colleagues.','4/10','Manjul\'s response outlines a basic routine for patient interaction, emphasizing communication and consent, which is positive. However, it lacks specific details on clinical procedures and safety protocols, such as verifying patient identity or monitoring for adverse reactions. The benchmark response provides a comprehensive approach, including infection control and documentation, which are crucial for patient safety. Manjul could improve by detailing specific actions taken to ensure safety and adherence to protocols, such as infection control measures and monitoring patient reactions.'),(1508,326,225,767,246,'Moving on, could you share how you approach patient assessment, especially when meeting a new patient for the first time?','Ma\'am, In our scenario we are having nursing initial assessment so we have different areas we have nursing initial assessment in which we are if we are in the ward we are entertaining with the patient within 30 minutes and we check their vitals, their sugar, their psychological status, how they can perform their daily living activities, how they can be independent, how they can be dependent or if they need any assisted help. ','When I meet a new patient for the first time, I begin with a comprehensive assessment to understand their overall health status. This involves checking their vital signs such as blood pressure, pulse, temperature, and respiratory rate. I also assess their blood sugar levels if necessary. Beyond the physical examination, I pay attention to their psychological well-being and inquire about their ability to perform daily living activities independently. This helps me identify if they require any assistance or support. My goal is to gather a holistic view of the patient’s condition to tailor the care plan effectively and ensure they receive the necessary support for their recovery and well-being.','6/10','Manjul\'s response covers the essential elements of patient assessment, including checking vital signs, assessing psychological status, and evaluating daily living activities. However, the response lacks the detailed structure and depth seen in the benchmark response. Manjul could improve by explicitly mentioning the specific vital signs checked and the purpose of gathering a holistic view to tailor the care plan. A more structured approach would demonstrate a deeper understanding of comprehensive patient assessment.'),(1509,326,225,767,246,'चलो... दवा देने की बात करते हैं। तो... तुम मतलब... मेडिकेशन देते टाइम कौन-कौन सी स्टेप्स फॉलो करते हो ताकि सब सेफ रहे? और हाँ... मतलब, कोई गलती ना हो जाए इसके लिए... डबल-चेक वगैरह कैसे करते हो?','Ma\'am we use 11 rites of medication and I don\'t know exactly but we follow 11 rites of medication. Ma\'am I don\'t know how to say it.','Medication administration is a critical responsibility, and I ensure safety by following a systematic approach. First, I adhere to the \"five rights\" of medication administration: the right patient, the right medication, the right dose, the right route, and the right time. Before administering, I double-check the medication order against the patient\'s chart and verify the patient\'s identity using two identifiers, such as their name and date of birth. I also confirm any allergies the patient may have. After administering the medication, I monitor the patient for any adverse reactions and document the administration accurately. If there\'s any doubt or discrepancy, I consult with a senior nurse or the prescribing doctor to ensure patient safety.','2/10','Manjul\'s response lacks depth and clarity. She mentions \"11 rites of medication\" but seems unsure about what they entail, indicating a lack of understanding of the medication administration process. The benchmark response outlines a clear and systematic approach to medication administration, emphasizing the \"five rights\" and the importance of double-checking and monitoring for adverse reactions. Manjul should have demonstrated knowledge of these critical steps to ensure patient safety. A more detailed explanation of the steps involved in medication administration would have improved her response.'),(1510,326,225,767,246,'देखो... सिचुएशन कुछ ऐसी थी — इंफेक्शन कंट्रोल बहुत ज़रूरी था। तो यार... कभी ऐसा टाइम आया है जब तुम्हें infection control के सारे rules... मतलब पूरे प्रॉपर प्रोटोकॉल्स को फॉलो करना पड़ा हो? और फिर... तुमने ऐसे में क्या-क्या steps लिए थे? मतलब क्या actions लिए ताकि सब safe रहे?','इसी condition तो तब ही आती है जब हम emergency scenario में हमें patient को save करना है, life saving situation है','Infection control is a critical aspect of nursing, and I\'ve had to follow all the proper protocols during my experience as a staff nurse. For instance, there was a time when we had a patient with a highly contagious infection. In such situations, I ensured that I adhered to strict hand hygiene practices, used personal protective equipment like gloves and masks, and followed isolation procedures to prevent the spread of infection. I also made sure to educate the patient\'s family about the importance of these measures and monitored the patient\'s condition closely. Additionally, I collaborated with the healthcare team to ensure that all safety protocols were being followed and documented everything accurately to maintain a safe environment for everyone involved.','2/10','Manjul\'s response lacks depth and specificity. While she acknowledges the importance of infection control in emergency scenarios, she does not provide detailed steps or actions taken to ensure safety, which is crucial for demonstrating her understanding and experience in infection control. A more comprehensive response would include specific protocols followed, such as hand hygiene, use of PPE, isolation procedures, and collaboration with the healthcare team, as outlined in the benchmark response.'),(1511,326,225,767,246,'Now, can you provide an example from your experience where you had to assess a patient’s vital signs and report abnormalities to the medical team?','नहीं मैम ऐसे कुछ नहीं हुआ','During my time as a staff nurse at Varun Arjun Medical College, I encountered a situation where I had to assess a patient\'s vital signs and report abnormalities. One day, while conducting routine checks, I noticed that a patient\'s blood pressure was significantly higher than usual, and their heart rate was irregular. Recognizing the potential risk, I immediately informed the attending physician and provided a detailed report of the patient\'s vital signs. We were able to quickly adjust the patient\'s treatment plan, which helped stabilize their condition. This experience reinforced the importance of vigilance and timely communication in patient care.','1/10','Manjul\'s response lacks depth and does not provide any relevant example or detail about assessing a patient\'s vital signs and reporting abnormalities. The response is a simple denial without elaboration, which does not demonstrate the necessary knowledge or experience expected for the role. A more suitable response would have included a specific example, similar to the benchmark response, showcasing the ability to recognize and act on vital sign abnormalities.'),(1512,326,225,767,246,'Let’s dive into this: Imagine a patient suddenly develops an allergic reaction after medication. Can you walk me through your immediate steps and how you would handle this scenario?','मैं मेनाफाइलिक्टिक रियक्शन है तो हम अपने सीनिर को बताते हैं','In the event of a patient developing an allergic reaction after medication, my immediate priority would be to ensure the patient\'s safety. First, I would quickly assess the patient\'s vital signs to determine the severity of the reaction. If the patient is experiencing symptoms such as difficulty breathing, swelling, or a drop in blood pressure, I would immediately call for emergency assistance and alert the medical team. While waiting for help, I would ensure the patient is in a comfortable position, administer oxygen if needed, and prepare to give any emergency medication like epinephrine if it\'s within my scope of practice. Throughout the process, I would continuously monitor the patient\'s condition and communicate any changes to the medical team. Additionally, I would document the incident thoroughly, including the patient\'s response to the intervention, to ensure accurate records and facilitate further treatment decisions.','2/10','Manjul\'s response lacks depth and detail compared to the benchmark response. She mentions informing a senior in case of an anaphylactic reaction but does not elaborate on the immediate steps to ensure patient safety, such as assessing vital signs, administering emergency medication, or documenting the incident. A more comprehensive response would include these critical actions to demonstrate her knowledge and readiness to handle such scenarios effectively.'),(1540,332,226,773,251,'Hey there, I\'m Meera the AI bot interviewer Yeah, so I\'m really happy To chat about this opportunity with innovative you you might like notice a little lag now and then while we talk And I\'m really sorry about that. Just still learning my way, you know, I promise I\'ll keep getting better So, how\'s your day going so far?','Right now my days are Getting My days are going better day by day and free time I am Giving the interviews to get a good opportunity in the very good company and I am looking for the better opportunity Yes, thank you ','Thank you for asking, Meera. My day is going well so far, and I\'m excited to discuss this opportunity with you. How about you?','3/10','Sunil\'s response did not directly address the question about how his day was going. Instead, he provided a general statement about desktop support issues, which was not relevant to the question. The benchmark response demonstrates a more appropriate and conversational reply, showing engagement with the interviewer. Sunil could have responded better by directly answering the question about his day and expressing enthusiasm for the interview.'),(1541,332,226,773,251,'All right. So let\'s kick things off by Chatting about your desktop support experience.Can you tell me how you\'ve helped people with daily computer problems like just day-to-day issues?','Yes in desktop support There are so many issues raised by the users in the company if any user like email Outlook issues mostly outlook is used in the in IT companies or any other companies So mostly the outlook MS Office issues and word Excel\'s have Excel\'s issues We sort out the end browsing issues some sites are not able to open in the browsers so we reset the browser or update the browsers and forget password issues there are and then when we and a network issues printer is in disconnecting if you\'re not printing paper jams or network slowness issue and Hanging issue so much some users may file the laptop and repair the laptop replace the part hardware issues also and different kinds of Challenges we receive in the desktop support engineers and Bluetooth is not connecting like and operating system crash data backup file Lost or data lost or hard disk crashes different such kind of issues we receive in the desktop support sites and we According to the problems we solve the issue. Thank you','In my role as a desktop support engineer, I\'ve encountered a variety of day-to-day computer issues that users face. For example, I\'ve often helped resolve email-related problems, particularly with Outlook, which is commonly used in many organizations. This includes troubleshooting issues like email not sending or receiving, and helping users with configuration settings. Additionally, I\'ve addressed problems with Microsoft Office applications, such as Excel and Word, where users might experience crashes or difficulties with specific functions.\n\nBrowser issues are also common, where certain websites might not load correctly. In these cases, I assist by clearing cache, updating the browser, or adjusting security settings. Network-related issues are another area I frequently deal with, such as slow connectivity or printer connectivity problems. I ensure that printers are properly configured and troubleshoot any hardware issues like paper jams or connectivity disruptions.\n\nMoreover, I handle hardware issues, including laptop repairs, part replacements, and diagnosing hardware failures. Operating system crashes and data recovery are also part of my responsibilities, where I work to restore systems and recover lost data efficiently. My goal is always to resolve these issues promptly to minimize downtime and ensure users can continue their work smoothly.','5/10','Sunil\'s response covers a broad range of issues typically encountered in desktop support, such as Outlook, MS Office, browser, network, printer, and hardware problems. However, the response lacks depth in explaining how these issues are resolved. The benchmark response provides detailed examples of troubleshooting steps, which Sunil\'s response does not. To improve, Sunil could have elaborated on specific troubleshooting methods or solutions for each issue mentioned.'),(1542,332,226,773,251,'Could you Describe a time when you installed or set up windows for someone maybe just walk me through how that went','Yeah in the last You can say that in the company there if it depend on the user if there are there are 200 250 users so one of the one user Window 10 11 crashes and sometime user delete the C drive file I don\'t know how the window crashes so first we have to recover the data and install the window 10 or window 11 the last previous version the same versions, so if any At that time also we install the window and any new come any new Employee join in the company. We have to get ready the system for him. So we have to forget the company completely system and install the OS and all the softwares which are running in the company or This time also and any new come when the company purchase any Refurbished laptop or old laptop or new laptop without OS then we have to install the OS. Thank you ','Let me clarify this by sharing a recent experience. I was working as a technical support engineer, and we had a situation where a new employee joined the company. My task was to prepare a laptop for them. Here\'s the situation: the laptop was a refurbished one without an operating system. I started by installing Windows 10, which is the standard OS used in our company. After the installation, I ensured all necessary drivers were updated and installed essential software like Microsoft Office and antivirus programs. That brings me to the next step, which involved configuring the employee\'s email account in Outlook and setting up network access. To put it another way, I made sure the system was fully operational and ready for the employee to start work without any technical hiccups. This process is something I handle regularly and have become quite adept at ensuring a smooth setup for new users.','4/10','Sunil\'s response lacks clarity and detail compared to the benchmark response. While he mentions installing Windows and preparing systems for new employees, he does not provide a structured walkthrough of the process. The response is somewhat disorganized and does not cover key aspects like driver updates, software installation, or network configuration, which are crucial for a comprehensive setup. To improve, Sunil could have detailed each step of the installation process, including specific tasks like software and driver installation, and network setup.'),(1543,332,226,773,251,'Now getting into hardware troubleshooting. Can you walk me step by step through what you do when a desktop just won\'t turn on at all?','Okay For desktop is computer is not turning on. So first we have to check the power and if power is not coming then we First we have to Swap the power cord check the another which is working and if the power is fine first we have to If the system is not getting on I mean just we have to just tag check the CPU CPU and motherboard CPU Powers first sorry, we have to check the power supply and there are two wires and The green or Black wire we have to just sort out if it is the power supply the okay, then we have to Check the next step the motherboard is getting the power or not If there is any beep sound or indication, we have to clean the motherboard with a virus and the Completely and we can we can DSM the completely CPU and minimum component Requirement the motherboard is going on then some time due to the dust or such issue the system is System does not get open does not on so that is the reason in this way first, we have to check the power supply power cord and The power Switch is a light coming or not electricity is coming or not and second power Cords check swap the power charge if power or is okay, then check the power supply then motherboard also if there are two Power supply is okay. The motherboard is faulty if power supply is not okay, then we have to replace the power supply Thank you in this way we can Diagnose the system. Thank you','When a desktop won\'t turn on, the first step is to check the power supply. I would start by ensuring that the power cable is securely connected to both the desktop and the power outlet. If the connection is secure but there\'s still no power, I would try using a different power cable or outlet to rule out any issues with the current setup. Next, I would inspect the power supply unit by checking if the power supply fan is running or if there\'s any indication of power, like a light on the motherboard. If there\'s no sign of power, the power supply might be faulty and may need replacement. If the power supply seems fine, I would then check the motherboard for any visible damage or loose connections. I would also listen for any beep codes that could indicate specific hardware issues. If the motherboard appears to be receiving power but the system still won\'t start, I would proceed to reseat or replace the RAM and check other components like the CPU and GPU to ensure they are properly connected. Throughout the process, I would be careful to handle all components with care to avoid static damage.','4/10','Sunil\'s response demonstrates a basic understanding of the initial steps in troubleshooting a desktop that won\'t turn on, such as checking the power supply and cables. However, the explanation lacks clarity and depth compared to the benchmark response. Sunil\'s response is somewhat disorganized and misses critical steps like checking for visible damage, loose connections, or beep codes. The benchmark response provides a more structured and comprehensive approach, including specific checks and careful handling of components to avoid static damage. Sunil could improve by providing a more detailed and organized troubleshooting process.'),(1544,332,226,773,251,'Could you share a moment when you had to replace or upgrade? Computer parts like the RAM or maybe a hard drive in a laptop.How did you handle it?','Yeah in the yeah In the last time In the last company the so many users were Raised the issue hanging issue slowness issue. Then I found that go. I found that there was OS was installed.We installed the first I try to update the operating system all the latest software and Operating system and driver of the system because of that also slowness in the system and CPU performance was good, but Hard drive was going to 100% use it was a normal hard drive. We suggested the user it is a normal hard drive There is the obviously the slowness So we replaced the SSD instead of hard drive the slowness it was a sort out the issue with the SSD with the RAM also if 8 GB RAM 4 GB RAM to be replaced the RAM for 8 GB The slowness was going on due to slowness for better performance we should have 8 GB RAM or SSD also for Windows 10 Thank you.','In my previous role, I encountered a situation where several users were experiencing significant slowness and hanging issues with their laptops. After conducting a thorough analysis, I discovered that the primary cause was the hard drive reaching 100% usage, which was a bottleneck for performance. To address this, I recommended upgrading from a traditional hard drive to a solid-state drive (SSD), which significantly improved the speed and responsiveness of the systems. Additionally, I identified that some laptops were operating with only 4 GB of RAM, which was insufficient for their needs. I upgraded these systems to 8 GB of RAM, which further enhanced their performance. These upgrades resolved the slowness issues and provided a much smoother user experience.','6/10','Sunil\'s response demonstrates a practical understanding of identifying and resolving performance issues related to hardware upgrades. He describes addressing slowness by upgrading from a traditional hard drive to an SSD and increasing RAM from 4 GB to 8 GB. However, his explanation lacks clarity and structure compared to the benchmark response, which provides a more detailed and organized account of the process. Sunil could improve by clearly outlining the steps taken and the impact of each upgrade on system performance.'),(1545,332,226,773,251,'Here\'s the thing.Imagine a laptop is running really slow. How would you figure out what\'s wrong and fix it for like your user?','First we will We will check the system compare minimum hardware requirement of the Windows 10 It\'s depend on the according to the OS and just update the latest Operating system try to update the window operating system and after that we will check the RAM size How many the name or first? Use utilization of the hardware suppose CPU is high utilization if 100% utilization or RAM If the utilization too much and or hard drive is utilizing too much we will check one by one step and we will Updated the all the latest driver of the system According to the manufacturer site available and by sometimes to the BIOS version Get the slow any laptop System gets the slow also. We try to update everything.t does not require to due to the slowness also and when we update the BIOS to 100% chance to sort out the issue if and if there is a normal hard disk we will replace the SSD and 8 GB RAM also good and if thus and We can update the antivirus also all the latest software in this way slowness Problems will be sorted out 100%','Let me clarify this. If a laptop is running slow, the first step is to check the system\'s hardware specifications against the minimum requirements for the operating system it’s running, such as Windows 10. That brings me to the next step, which is to assess the utilization of key components like the CPU, RAM, and hard drive. If any of these are at high utilization, it could be a bottleneck. For instance, if the RAM is insufficient, upgrading it could help. Similarly, if the hard drive is a traditional HDD and is heavily utilized, replacing it with an SSD can significantly improve performance. Here is another perspective: ensuring all drivers are up to date is crucial, as outdated drivers can cause system inefficiencies. Updating the BIOS can also resolve certain performance issues. Additionally, checking for malware or unnecessary software that might be consuming resources is important. To put it another way, a comprehensive approach involving hardware checks, software updates, and system optimizations is key to resolving slowness in laptops effectively.','5/10','Sunil\'s response demonstrates a basic understanding of troubleshooting a slow laptop, mentioning checking hardware requirements, updating the OS, and assessing CPU, RAM, and hard drive utilization. However, the explanation lacks clarity and depth compared to the benchmark response. Sunil could improve by detailing specific steps, such as checking for malware, ensuring drivers are up to date, and considering SSD upgrades. A structured approach with clear steps would better showcase his knowledge and problem-solving skills.'),(1546,332,226,773,251,'speaking of peripherals How do you usually handle setting up or fixing printers or scanners for end-users? Like what\'s your approach?','Through a network issue. We can through the if customer is sitting in another site through the remote Remote connection we can Solve the issue. Otherwise we just ping the IP address if the printer is not working fine, then try to ping ping the IP of the system if IP is pinging then network is a good connectivity the good with the system and try to Reset the driver of the printer or a scanner also reset the driver if the issue does not fix then we completely uninstall the scanner printer driver install the again and the other after that restart the issue obviously Printer or scanner issue will be sorted out','When setting up or fixing printers or scanners for end-users, I start by checking the basic connections and ensuring that the device is properly plugged in and powered on. If the device is networked, I verify the network connection by pinging the device\'s IP address to confirm connectivity. If there are connectivity issues, I troubleshoot the network settings. Next, I check the drivers to ensure they are up-to-date and compatible with the operating system. If there are driver issues, I reinstall or update them as needed. For persistent problems, I might reset the device or perform a complete reinstall of the drivers. Throughout the process, I communicate clearly with the user, explaining each step to ensure they understand the solution and can manage minor issues independently in the future.','4/10','Sunil\'s response demonstrates a basic understanding of troubleshooting networked printers and scanners. He mentions using remote connections and pinging the IP address to check connectivity, which aligns with the benchmark response. However, his explanation lacks depth and clarity, particularly in terms of checking physical connections, updating drivers, and user communication. To improve, Sunil could have detailed the step-by-step process, including verifying power and connections, updating drivers, and ensuring user understanding, as highlighted in the benchmark response.'),(1547,332,226,773,251,'Here\'s a scenario for you So one user can\'t get online But everyone else can what would be your first steps to help them out','If the one user not get online first check the system connectivity because Due to the some network issue system due to the network connectivity through maybe the network issue system user is unable to get online also and First we will check through the another network connection Try to another Wi-Fi connection or mobile connection if the system is on then we if the user is coming online through the How to spot the other network connection, so the network file together Then we give the if the IP address is automatic automatically, we will try to give the manual IP address with the system or reset the Drivers of network. We update the drivers of network in this way the network issue is fixed or you will check the browser we will check the any Any Software or any software or any browser or any company software. So user is unable to get online.Thank you ','Let me clarify this. If one user can\'t get online while others can, my first step would be to check the physical connection and ensure that the network cable is securely connected to the user\'s computer. If the connection is wireless, I would verify that the Wi-Fi is enabled and the correct network is selected. Next, I would check the network settings to ensure that the IP address is being assigned correctly, either automatically or manually, depending on the network configuration. If the issue persists, I would try connecting the user to a different network, such as a mobile hotspot, to rule out any issues with the current network. Additionally, I would check for any software or browser settings that might be blocking the connection, such as a firewall or proxy settings. If needed, I would update or reinstall the network drivers to ensure they are functioning correctly. This systematic approach helps in identifying and resolving the connectivity issue efficiently.','4/10','Sunil\'s response addresses the issue of a user not being able to get online by suggesting checking system connectivity and trying alternative network connections. However, the response lacks clarity and a systematic approach. It does not adequately cover checking physical connections, verifying Wi-Fi settings, or addressing potential software or browser issues. The benchmark response provides a more structured and comprehensive troubleshooting process. Sunil could improve by organizing the steps logically and ensuring all potential causes are considered.'),(1548,332,226,773,251,'Imagine this you\'re asked to automate Windows updates for 50 laptops. Yeah 50. How would you plan and actually get that done? ','450 laptops we will just Make the In the one time, so we will just copy the pen drive also and Install up update the bit update the site also one by one or guide to users.Yeah remotely if we are physically available for updating of upgrading the system or updating the windows and Guide to users. Otherwise, we will give otherwise bootable We we will try to bootable pen drive install the OS and updating the OS We will update the OS in this way Bootable pen drive also. Yeah, copy to pen drive.Thus if the laptop are the same See same models just copy and it takes 5 to 10 minutes in the one system copy and Yes\n','To automate Windows updates for 50 laptops, I would first ensure that all laptops are connected to a stable network. Then, I would use Windows Server Update Services (WSUS) to manage and deploy updates centrally. This allows me to approve and schedule updates for all devices simultaneously. If WSUS is not available, I would consider using a Group Policy to configure automatic updates, ensuring that each laptop checks for updates at a specified time. Additionally, I would create a script using PowerShell to automate the installation process, which can be deployed via remote management tools. This approach minimizes manual intervention and ensures that all laptops are updated consistently and efficiently.','2/10','Sunil\'s response lacks clarity and depth in addressing the automation of Windows updates for 50 laptops. His approach of using a bootable pen drive and manually guiding users is inefficient and does not align with industry standards for automating updates. The response does not demonstrate an understanding of centralized management tools like WSUS or Group Policy, which are essential for efficiently handling multiple devices. A more effective response would involve using these tools to automate and streamline the update process, minimizing manual intervention.'),(1549,332,226,773,251,'Now say if that automated update it fails on a bunch of laptops and starts causing system errors. How would you go about? Figuring out the real root cause and fixing it.','It depends on the sometime network connectivity or or when the window Updates to it depends on the what is the issue? It give the error key why? OS is not updating or what is the error also and if the old version your system compatibility issues also So we will check the system completely Comparability.Otherwise, we install the latest version of the window latest updates Sometimes it happens with the old OS in this way.','To address system errors following a failed automated update, I would first identify the specific error messages or codes being displayed. This information can provide clues about the root cause. I would then check for network connectivity issues, as these can sometimes disrupt updates. Next, I would verify the compatibility of the system with the update, ensuring that the hardware and software meet the necessary requirements. If compatibility is not the issue, I would consider rolling back the update to a previous stable version to restore functionality. Additionally, I would review the update logs to pinpoint any anomalies during the installation process. If needed, I would manually install the update on a test device to observe any issues firsthand. Finally, I would document the findings and solutions to prevent similar issues in the future.','3/10','Sunil\'s response lacks depth and clarity. While he mentions checking network connectivity and system compatibility, he does not provide a structured approach to diagnosing and resolving the issue. The benchmark response outlines a detailed process, including identifying error messages, checking compatibility, rolling back updates, and reviewing logs. Sunil could improve by detailing specific steps, such as reviewing error codes and logs, and considering rollback options. This would demonstrate a more comprehensive understanding of troubleshooting failed updates.'),(1550,332,226,773,251,'Shifting gears a little can you tell me about your experience with installing or troubleshooting Linux or Mac OS any stories come to mind there?','Yeah for Linux Linux is a Red Hat operating system, there are lots of versions Fedora, Ubuntu, Kali, Mint And other servers also and it is a command totally command based it comes bugs hanging issue and for For figuring out the HP LP printer Or in this HP if you want to install the printer also So you need to install the HP library printer other to totally command base also. So we have to just go to the command base and click the and you can see that There is a it is a different from the operating systems. It depend on the issues or Figure out what I have to do.So yes, I have worked with the Linux operating system and then there is all the issue and Mac OS is a different also like a You can say Red Hat is a different issue. So yes','I have experience with both Linux and Mac OS. For Linux, I\'ve worked with various distributions like Ubuntu, Fedora, and Kali. I find Linux to be quite flexible, but it does require a good understanding of command-line operations for troubleshooting and installations. For instance, I once had to resolve a printer installation issue on a Linux system, which involved installing the necessary drivers and configuring them through the terminal. As for Mac OS, while it\'s more user-friendly, troubleshooting can sometimes be tricky due to its unique system architecture. I recall assisting a client with a Mac OS issue where the system was not recognizing external devices. I resolved it by resetting the SMC and PRAM, which restored the system\'s functionality. Overall, both systems have their quirks, but I enjoy the challenge they present.','4/10','Sunil\'s response indicates familiarity with Linux, mentioning distributions like Fedora, Ubuntu, and Kali. However, his explanation lacks clarity and depth, particularly in detailing specific troubleshooting experiences or methodologies. The response is somewhat disorganized and doesn\'t adequately address Mac OS experiences. The benchmark response provides clear examples and demonstrates a deeper understanding of both operating systems. Sunil could improve by providing specific examples of troubleshooting steps or challenges faced, especially for Mac OS, to better showcase his expertise.'),(1551,332,226,773,251,'Let\'s chat about network security. Now.Can you explain the basic steps you take to keep a desktop computer secure on a company\'s network?','We first we have to we have to when the when any employee comes in the world we have to do joining the domain also and antivirus also we have to just We have to secure the system user cannot cannot plug the pen drive also and and we have to give the USB off in the company network through the network issue because the user cannot copy the data and and you cannot Cannot enter enter or delete any data any sites also we have to Give the permission to users The user depend on the user site what we have to give the permissions yes,','To keep a desktop computer secure on a company\'s network, I start by ensuring that the system is joined to the company\'s domain, which helps in managing security policies centrally. Next, I install and regularly update antivirus software to protect against malware and other threats. I also disable USB ports to prevent unauthorized data transfers via external devices. Additionally, I configure user permissions carefully, ensuring that employees have access only to the resources necessary for their roles. This minimizes the risk of accidental or intentional data breaches. Regularly updating the operating system and all installed software is also crucial to protect against vulnerabilities. Finally, I educate users on best practices for network security, such as recognizing phishing attempts and using strong passwords.','4/10','Sunil\'s response touches on some key aspects of network security, such as joining the domain and disabling USB ports. However, the explanation lacks clarity and depth compared to the benchmark response. Sunil does not mention the importance of regularly updating antivirus software, operating systems, or educating users on security best practices. To improve, Sunil could provide a more structured and detailed explanation, covering all necessary security measures comprehensively.'),(1552,332,226,773,251,'And finally would you share a situation when you train someone or You know guided them on basic IT troubleshooting or even just some best practices?','When the new user comes in any company if there is a if he is a fresher or new for the company We have to guide of the about the system after sir you do not have to use C drive any files or the single utility drive because the So many files are available of OS files in the C drive So we guide to users how to use and battery in this He says you have to just never keep the connected charger with the battery the whole time when the battery is 100% of the laptop you have to disconnect the charger and And down the battery like 20% in this way. You know so many suggestions Yes in the companies when the new Engineer or junior come then I train them rule and regulation regulations or basic how to handle the laptop how to use the battery how to connect the charger or The don\'t use don\'t Many users just keep the data in C drive suggest them. Don\'t keep the data inside C drive also and because C drive is available for Windows or Software\'s files are available if any files delete then OS will be crash to guide them the users in this way','In my previous role as a Technical Support Engineer, I had the opportunity to train a new team member who was just starting out in the IT field. I began by introducing them to the basic structure of our IT systems and the importance of maintaining security protocols. I explained the significance of not storing personal files on the C drive, as it\'s primarily reserved for system files, and how improper use could lead to system issues. Additionally, I guided them on best practices for laptop maintenance, such as managing battery health by not keeping the charger connected continuously and allowing the battery to discharge to about 20% before recharging. I also covered essential troubleshooting techniques, like resolving common connectivity issues and performing basic hardware checks. Throughout the training, I encouraged questions and provided hands-on demonstrations to ensure they felt confident in their new role.','5/10','Sunil\'s response demonstrates a basic understanding of IT troubleshooting and best practices. He highlights the importance of not storing files on the C drive and managing battery health, similar to the benchmark response. However, his explanation lacks clarity and depth compared to the benchmark, which provides a structured approach to training, including security protocols and troubleshooting techniques. Sunil could improve by offering a more organized and comprehensive explanation, incorporating specific examples of troubleshooting and encouraging interactive learning.'),(1553,338,4,627,181,'Hi, I am Avi, an autonomous AI bot interviewer and am extremely pleased to discuss a possible opportunity with Adzip Technologies. During the interview you might experiencing some lag between discussions and apologize for that experience. I am still evolving and will improve with time. So how is you day going?','','Thank you for asking, Avi. My day is going well so far, and I\'m looking forward to our conversation about the opportunity at Adzip Technologies. How about you?','2/10','Varun\'s response lacks engagement and does not acknowledge the question or express enthusiasm for the opportunity. A more fitting response would have been to acknowledge the question, express positivity about the day, and show eagerness for the conversation, similar to the benchmark response. This would demonstrate better communication skills and a positive attitude, which are important for the role of a Business Analyst.'),(1554,335,233,780,251,'Hey there, I’m Meera, the AI bot interviewer—yeah, so I’m really happy, um, to chat about this opportunity with Innovatiview. You might, like, notice a little lag now and then while we talk..., and I’m really sorry about that, just still learning my way, you know? I promise I’ll keep getting better! So, how’s your day going so far?','Today my day very good going on\n','My day is going well, thank you for asking. How about yours?','3/10','Vikash Kumar\'s response was brief and lacked the conversational engagement expected in a professional setting. While he answered the question, he missed an opportunity to reciprocate the inquiry, which could have demonstrated better interpersonal skills. A more engaging response would have been, \"My day is going well, thank you for asking. How about yours?\" This would have shown politeness and a customer-oriented attitude, aligning with the job description\'s emphasis on excellent communication skills.'),(1555,335,233,780,251,'Alright, so, let’s kick things off by, uh, chatting about your desktop support experience. Can you tell me how you’ve helped people with daily computer problems, like, just day-to-day issues?','our user face in my organization 300 people users so I I give the support along with my team there there in my team six in my team six member of one mr3 desktop support engineer and to service desk and I will handle daily basis issue like VSOD error has a window msoutlook configure configuration and another tools and so far we take ticket from service now that\'s all my self\n','In my previous role as a Desktop Support Engineer, I was responsible for assisting around 340 users with their daily computer issues. This included troubleshooting problems with desktops, laptops, and network printers. I worked closely with my team, which consisted of other desktop support engineers and service desk personnel, to ensure that all user issues were addressed promptly. We used tools like TeamViewer and Remote Desktop to resolve software and Windows-related issues remotely. Additionally, I handled tasks such as configuring MS Outlook, resolving BSOD errors, and managing tickets through ServiceNow to ensure efficient tracking and resolution of user problems. My goal was always to provide clear instructions and maintain a customer-oriented approach to ensure user satisfaction.','4/10','Vikash Kumar\'s response provides a basic overview of his experience in desktop support, mentioning team collaboration and handling daily issues like BSOD errors and MS Outlook configuration. However, the response lacks depth and clarity, particularly in detailing specific tools or methods used for troubleshooting and user support. The benchmark response offers a more comprehensive view, including specific tools like TeamViewer and Remote Desktop, and emphasizes a customer-oriented approach. Vikash could improve by elaborating on his problem-solving methods and tools used, as well as his approach to user satisfaction.'),(1556,335,233,780,251,'Moving on..., could you, uh, describe a time when you installed or set up Windows for someone? Maybe just walk me through how that went...?','Install and moving window may be 20-30 minutes and VSOD error configure in 10-15 minutes.\n','Certainly. Here\'s a humanly spoken benchmark response for the interview question:\n\nIn my previous role as a Desktop Support Engineer, I had the opportunity to install and set up Windows for various users. One instance that stands out was when I was tasked with setting up a new Windows 10 system for a team member who was joining our department. I started by ensuring that all necessary hardware components were connected properly. Then, I proceeded with the installation of the Windows 10 operating system, which involved booting from the installation media and following the setup instructions. I configured the system settings according to the company’s IT policies, including setting up user accounts and configuring network settings. After the installation, I installed essential software and applications required for the user’s role, such as Microsoft Office and antivirus software. I also ensured that all drivers were up-to-date and performed a series of tests to confirm that everything was functioning correctly. The entire process took about an hour, and I made sure to provide a brief orientation to the user on how to navigate the new system. This experience reinforced the importance of attention to detail and effective communication to ensure a smooth setup process.','2/10','Vikash Kumar\'s response lacks depth and detail compared to the benchmark response. He only mentions the time taken for installation and configuring VSOD errors without providing a step-by-step walkthrough or demonstrating his knowledge of the installation process. A more detailed response would include steps like hardware checks, installation media usage, system configuration, and post-installation tasks. This would better showcase his understanding and experience in setting up Windows systems.'),(1557,335,233,780,251,'Now, getting into hardware troubleshooting—can you walk me step by step through what you do when a desktop just won’t turn on at all?','okay sometime I sometime we seen some issues like power cut we can we can check CPU sorry SMPTS and swap cable from one machine to another machine after that we can check and we we try to resolve this issue and sometime we facing in keyboard we can open the keyboard maybe sometime due to some dust some keys not working so we remove the dust virus and open open keyboard after that resolve that issues sometime we facing router router issue Wi-Fi network issues so we can check the network light blinked in router we try to fix that after that we check the power supply continuously or not and we resolve this issue\n','When a desktop won\'t turn on, the first step I take is to check the power source. I ensure that the power cable is securely connected to both the desktop and the power outlet. If the desktop is connected to a power strip or surge protector, I verify that it is switched on and functioning properly. Next, I inspect the power supply unit to see if the fan is running, indicating that it\'s receiving power. If there\'s still no response, I might try using a different power cable or outlet to rule out a faulty connection. Additionally, I check for any visible damage or loose connections inside the case, such as the motherboard or RAM. If the desktop still doesn\'t power on, I consider testing with a different power supply unit to determine if the original one is faulty. Throughout this process, I ensure that I\'m grounded to prevent static damage to the components.','3/10','Vikash Kumar\'s response lacks clarity and organization, making it difficult to follow the troubleshooting steps for a desktop that won\'t turn on. He mentions checking the CPU and swapping cables but does not provide a structured approach or address key components like the power supply or internal connections. The response also includes irrelevant points about keyboard and router issues, which do not pertain to the question. A more focused and systematic approach, similar to the benchmark response, would demonstrate a stronger understanding of hardware troubleshooting.'),(1558,335,233,780,251,'Could you share a moment when you had to replace or upgrade computer parts—like, um, the RAM or maybe a hard drive—in a laptop? How did you handle it?','Sometime very much take time, after that may be we seen some BSOD error in laptop, so we open the laptop, after that removing RAM and we clean the RAM by using brush and cotton cloth, so after that reinstall and we restart the laptop, after that this is work as well. Some day ago, one client are facing a issue, their laptop doing work very slow, because some data more data install download in the hard ssd, so we have removed unused file and temporary file, after that open laptop and we clean the RAM by using cotton, after replace and do restart laptop, so doing work well, that\'s all my self.\n','Let me clarify this with an example from my experience. Recently, I had to upgrade the RAM in a client\'s laptop because it was running very slowly. First, I made sure to back up all important data to avoid any loss during the process. Then, I powered off the laptop, disconnected it from any power source, and removed the battery to ensure safety. After that, I carefully opened the back panel to access the RAM slots. I removed the existing RAM modules, cleaned the slots gently with a soft brush to remove any dust, and then installed the new RAM modules. Once everything was securely in place, I reassembled the laptop, reconnected the battery, and powered it on. After booting up, I checked the system properties to ensure the new RAM was recognized and functioning properly. This upgrade significantly improved the laptop\'s performance, and the client was very satisfied with the result.','3/10','Vikash Kumar\'s response lacks depth and clarity compared to the benchmark response. While he mentions cleaning and reinstalling RAM, he does not detail the process of safely handling hardware components, such as backing up data, disconnecting power sources, or ensuring the new components are recognized by the system. His response also lacks a structured approach to troubleshooting and upgrading, which is essential for a Desktop Support Engineer role. A more detailed explanation of the steps taken and the outcome would improve the response.'),(1559,335,233,780,251,'Here’s the thing: imagine a laptop is running really slow... How would you figure out what’s wrong and fix it for, like, your user?','multiple problem facing by user maybe sometime heavy applications in the laptop and sometime uploaded more data in laptop so I think user face like slow and slow performance of laptop and user maybe installed various virus and temporary files so we can remove after that remove and delete after that restart the computer then this is going on well\n','Let me clarify this. When a laptop is running slowly, the first step is to identify the root cause. I would start by checking the task manager to see if any applications are consuming excessive resources like CPU or memory. If heavy applications are running, I would advise the user to close unnecessary programs. Another perspective is to check the storage space; if the hard drive is nearly full, it can slow down the system, so I would clean up unnecessary files and temporary data. Additionally, I would ensure that the laptop is free from malware by running a virus scan. To put it another way, sometimes outdated software can cause issues, so I would check for and install any pending updates. Finally, I would restart the laptop to see if the performance improves. This approach ensures a comprehensive check and resolution of the problem.','3/10','Vikash Kumar\'s response identifies potential issues like heavy applications, excess data, and viruses as causes for a slow laptop. However, the response lacks depth and a structured approach. It suggests removing files and restarting the computer but misses steps like checking task manager, advising on closing unnecessary programs, running a virus scan, and updating software. To improve, Vikash could have detailed a systematic troubleshooting process, similar to the benchmark response, to demonstrate comprehensive problem-solving skills.'),(1560,335,233,780,251,'Speaking of peripherals, um—how do you usually handle setting up or fixing printers or scanners for end users? Like, what’s your approach?','Sometime printer give some error like not printing piece and scanner also not scan proper document so we can fix the printer we can check in the laptop sorry printer ink proper or not and we can check in our device setting driver working well and after that we can check connectivity and if any problem we can resolve it after that printer work well.\n','Let me clarify this: when setting up or fixing printers or scanners for end users, my approach is systematic. First, I ensure the device is properly connected to the computer and powered on. Then, I check for any error messages on the device or computer, which can provide clues about the issue. If the printer is not printing, I verify that there is enough ink or toner and that the paper is loaded correctly. For scanners, I make sure the document is placed correctly on the scanner bed. Next, I check the device settings on the computer to ensure the correct drivers are installed and up to date. If the problem persists, I look into the network connection to make sure the device is properly connected to the network. Finally, I perform a test print or scan to confirm that the issue is resolved. Throughout the process, I communicate clearly with the user to keep them informed and ensure their needs are met.','3/10','Vikash Kumar\'s response indicates a basic understanding of troubleshooting printer and scanner issues, such as checking ink levels and driver settings. However, the response lacks depth and a systematic approach compared to the benchmark response. The benchmark response outlines a comprehensive troubleshooting process, including checking connections, error messages, and network settings, and emphasizes clear communication with the user. Vikash could improve by detailing these steps and demonstrating a more structured approach to problem-solving.'),(1561,335,233,780,251,'Here’s a scenario for you: So, one user can’t get online, but everyone else can. What would be your first steps to help them out?','Okay, may be some error in network, we can resolve, first we can check the network, network well or not, we can check IP configuration, if we have received any IP address, we can remove and doing manually IP address, after that we can check network in control panel and resolve it, okay, after that user can join the online, going online.\n','First, I would verify if the user\'s device is physically connected to the network, either through a wired connection or Wi-Fi. If it\'s a Wi-Fi connection, I would ensure that the device is connected to the correct network and that the Wi-Fi is enabled. Next, I would check the network settings to see if the device has a valid IP address. If not, I would try releasing and renewing the IP address using the command prompt. I would also check if there are any proxy settings or VPNs that might be interfering with the connection. If the issue persists, I would look into the device\'s firewall settings to ensure they\'re not blocking the connection. Finally, I would test the connection by pinging a reliable external server to confirm if the device can reach the internet. If these steps don\'t resolve the issue, I would escalate it for further investigation.','4/10','Vikash Kumar\'s response indicates a basic understanding of troubleshooting network issues, such as checking the network and IP configuration. However, the response lacks depth and detail compared to the benchmark response. Vikash should have elaborated on steps like verifying physical connections, checking Wi-Fi settings, and using command prompt tools for IP configuration. Additionally, considering proxy settings, VPNs, and firewall settings would demonstrate a more comprehensive approach. Providing a step-by-step process with clear communication would improve his response significantly.'),(1562,335,233,780,251,'Imagine this: You’re asked to automate Windows updates for 50 laptops—yeah, fifty! How would you plan and actually get that done?','By using DHCP server, we can easily connect with the same network after that by using DHCP server. So this is a very easy automation window update.\n','To automate Windows updates for 50 laptops, I would first ensure that all laptops are connected to a centralized network, possibly using a domain environment. I would then set up a Windows Server Update Services (WSUS) server to manage and distribute updates. This allows me to approve and schedule updates centrally, ensuring consistency across all devices. Additionally, I would configure Group Policy settings to automate the update process, specifying the frequency and timing of updates to minimize disruption. Regular monitoring and reporting would be essential to ensure all laptops are updated successfully and to troubleshoot any issues that arise.','2/10','Vikash Kumar\'s response lacks depth and does not adequately address the process of automating Windows updates for multiple laptops. His mention of using a DHCP server is not directly relevant to automating updates. The benchmark response provides a comprehensive approach involving WSUS and Group Policy, which are essential for managing updates at scale. Vikash could have improved his response by discussing the use of WSUS, Group Policy, and monitoring strategies to ensure successful updates across all devices.'),(1563,335,233,780,251,'Now, say... if that automated update fails on a bunch of laptops and starts causing system errors—how would you go about, um, figuring out the real root cause and fixing it?','If one laptop fails, we can try to reconnect the laptop and restart and see the wire failing automatic update.\n','To address the issue of automated updates failing and causing system errors on multiple laptops, I would start by isolating the problem. First, I would check the error logs on the affected laptops to identify any common error messages or patterns. This might give insights into whether the issue is related to a specific update, network connectivity, or system configuration. Next, I would verify the network settings and ensure that all devices are properly connected and communicating with the update server. If the problem persists, I would test the update process on a single laptop to see if the issue can be replicated, which could help pinpoint the root cause. Additionally, I would consider rolling back the updates on the affected laptops to restore functionality temporarily while investigating further. Throughout this process, I would document all findings and steps taken to ensure a clear understanding of the issue and facilitate a quicker resolution.','2/10','Vikash Kumar\'s response lacks depth and does not adequately address the complexity of troubleshooting automated update failures on multiple laptops. His suggestion to reconnect and restart a single laptop is overly simplistic and does not demonstrate a comprehensive understanding of the problem. The benchmark response outlines a detailed approach, including checking error logs, verifying network settings, and considering rolling back updates, which are crucial steps in identifying and resolving the root cause of the issue. Vikash could improve by incorporating these detailed troubleshooting steps into his response.'),(1564,335,233,780,251,'Shifting gears a little... Can you tell me about your experience with installing or troubleshooting Linux or Mac OS? Any stories come to mind there?','Yes, some time ago, one user come near by me and he faced a black BSOD error, so I install the window in their system. That\'s all.\n','I have experience with both Linux and Mac OS environments. In a previous role, I was responsible for installing and troubleshooting various operating systems, including Linux and Mac OS. One instance that stands out is when I helped a client who was having issues with their Mac OS after a software update. The system was running slow and some applications were crashing. I started by checking the system logs to identify any errors, then I cleared the cache and repaired disk permissions, which resolved the issue. Similarly, for Linux, I\'ve worked on setting up dual-boot systems and troubleshooting network connectivity issues. My approach is always to methodically diagnose the problem and apply the most effective solution.','1/10','Vikash Kumar\'s response lacks depth and relevance to the question about Linux or Mac OS troubleshooting. He only mentions a Windows installation related to a BSOD error, which does not address the question\'s focus on Linux or Mac OS. A more fitting response would include specific experiences with Linux or Mac OS, such as troubleshooting system errors or performing installations, as highlighted in the benchmark response. This would demonstrate his knowledge and experience in these environments.'),(1565,335,233,780,251,'Let’s chat about network security now. Can you explain the basic steps you’d take to keep a desktop computer secure on a company’s network?','this is safe mode if if we install any other tools and program and operating system so we can open in safe mode after that we we can install driver and other tools\n','To keep a desktop computer secure on a company’s network, I would start by ensuring that the operating system and all software are up to date with the latest security patches. Next, I would install and configure a reliable antivirus program to protect against malware and other threats. It’s important to set up a firewall to monitor and control incoming and outgoing network traffic. I would also ensure that strong, unique passwords are used and changed regularly. Enabling encryption for sensitive data and implementing user access controls to limit permissions based on roles are also crucial steps. Additionally, I would conduct regular security audits and provide training to users on recognizing phishing attempts and other security risks.','1/10','Vikash Kumar\'s response lacks depth and relevance to the question about securing a desktop computer on a company\'s network. His mention of \"safe mode\" and installing drivers and tools does not address key security measures such as updating software, using antivirus programs, setting up firewalls, or implementing encryption and user access controls. A more comprehensive response would include these elements, as well as regular security audits and user training on security risks.'),(1566,335,233,780,251,'And finally, could you share a situation when you trained someone or, you know, guided them on basic IT troubleshooting or even just some best practices?','We give good and excellence with trained because IT troubleshooting like first training networking troubleshooting like router, repeater, switches, etc.\n','In my previous role, I had the opportunity to train a new team member on basic IT troubleshooting. I started by introducing them to the essential concepts of networking, such as understanding how routers, repeaters, and switches function within a network. We then moved on to practical exercises where I guided them through setting up and troubleshooting these devices. I also shared some best practices for maintaining network security, like regularly updating passwords and using antivirus software. Throughout the training, I encouraged questions and made sure to provide clear, step-by-step instructions to help them build confidence in their troubleshooting abilities.','2/10','Vikash Kumar\'s response lacks depth and clarity. It briefly mentions training in networking troubleshooting but fails to provide specific examples or details about the training process, methods, or outcomes. The response does not demonstrate a comprehensive understanding of training or guiding someone in IT troubleshooting. To improve, Vikash could have elaborated on specific training scenarios, the techniques used, and the impact of the training on the trainee\'s skills. This would better align with the benchmark response, which provides a detailed account of the training process and its effectiveness.'),(1567,335,233,780,251,'Thank you for your time! It was a pleasure speaking with you. We will be in touch regarding the next steps in the hiring process. Make sure to click the End button to exit the interview. ','','Thank you for the opportunity to interview for this position. I appreciate the chance to discuss my experience and how I can contribute to your team. I look forward to hearing from you soon about the next steps. Have a great day!','0/10','Vikash Kumar did not provide a response to the closing statement of the interview. The benchmark response demonstrates professionalism and eagerness for the role by expressing gratitude, summarizing the discussion, and showing anticipation for the next steps. Vikash Kumar could have improved by acknowledging the interviewer\'s statement, expressing gratitude for the opportunity, and indicating interest in the position.'),(1569,336,228,775,251,'Hey there, I’m Meera, the AI bot interviewer—yeah, so I’m really happy, um, to chat about this opportunity with Innovatiview. You might, like, notice a little lag now and then while we talk..., and I’m really sorry about that, just still learning my way, you know? I promise I’ll keep getting better! So, how’s your day going so far?','It\'s fine. It\'s fine. All right','My day is going well, thank you for asking. How about yours?','1/10','Amit\'s reply was very brief and did not encourage further conversation. A more engaging and friendly response would be better.'),(1570,336,228,775,251,'Alright, so, let’s kick things off by, uh, chatting about your desktop support experience. Can you tell me how you’ve helped people with daily computer problems, like, just day-to-day issues?','Firstly, I And then after I Solved their problem. I talked about their day.And after I Moving on.','In my previous role as a Desktop Support Engineer, I was responsible for assisting around 340 users with their daily computer issues. This included troubleshooting problems with desktops, laptops, and network printers. I worked closely with my team, which consisted of other desktop support engineers and service desk personnel, to ensure that all user issues were addressed promptly. We used tools like TeamViewer and Remote Desktop to resolve software and Windows-related issues remotely. Additionally, I handled tasks such as configuring MS Outlook, resolving BSOD errors, and managing tickets through ServiceNow to ensure efficient tracking and resolution of user problems. My goal was always to provide clear instructions and maintain a customer-oriented approach to ensure user satisfaction.','2/10','The answer gives a very basic overview without examples or tool names. More details and real experience are needed for a strong answer.'),(1571,336,228,775,251,'Moving on..., could you, uh, describe a time when you installed or set up Windows for someone? Maybe just walk me through how that went...?','Install and moving window may be 20-30 minutes and VSOD error configure in 10-15 minutes.\nI mean just 10 minutes, yeah 20 minutes. It\'s about 20 and 10 minutes.','Certainly. Here\'s a humanly spoken benchmark response for the interview question:\n\nIn my previous role as a Desktop Support Engineer, I had the opportunity to install and set up Windows for various users. One instance that stands out was when I was tasked with setting up a new Windows 10 system for a team member who was joining our department. I started by ensuring that all necessary hardware components were connected properly. Then, I proceeded with the installation of the Windows 10 operating system, which involved booting from the installation media and following the setup instructions. I configured the system settings according to the company’s IT policies, including setting up user accounts and configuring network settings. After the installation, I installed essential software and applications required for the user’s role, such as Microsoft Office and antivirus software. I also ensured that all drivers were up-to-date and performed a series of tests to confirm that everything was functioning correctly. The entire process took about an hour, and I made sure to provide a brief orientation to the user on how to navigate the new system. This experience reinforced the importance of attention to detail and effective communication to ensure a smooth setup process.','1/10','Amit focused on the time required and did not explain the Windows installation steps. Please include the process for better clarity.'),(1572,336,228,775,251,'Now, getting into hardware troubleshooting—can you walk me step by step through what you do when a desktop just won’t turn on at all?','Firstly, I asked their problem of the monitor and CPU. After that, I gave in some support. Like hardware issue and','When a desktop won\'t turn on, the first step I take is to check the power source. I ensure that the power cable is securely connected to both the desktop and the power outlet. If the desktop is connected to a power strip or surge protector, I verify that it is switched on and functioning properly. Next, I inspect the power supply unit to see if the fan is running, indicating that it\'s receiving power. If there\'s still no response, I might try using a different power cable or outlet to rule out a faulty connection. Additionally, I check for any visible damage or loose connections inside the case, such as the motherboard or RAM. If the desktop still doesn\'t power on, I consider testing with a different power supply unit to determine if the original one is faulty. Throughout this process, I ensure that I\'m grounded to prevent static damage to the components.','1/10','This answer lacks a clear, step-by-step approach to hardware troubleshooting. Try listing the steps and tools used next time.'),(1573,336,228,775,251,'Could you share a moment when you had to replace or upgrade computer parts—like, um, the RAM or maybe a hard drive—in a laptop? How did you handle it?','Firstly, I Asked the engineer that He will Okay with the Like motherboard and CPU. If he cannot Solve the problem, then He just changed in WhatsApp. And then we able to Fix the problem.','Let me clarify this with an example from my experience. Recently, I had to upgrade the RAM in a client\'s laptop because it was running very slowly. First, I made sure to back up all important data to avoid any loss during the process. Then, I powered off the laptop, disconnected it from any power source, and removed the battery to ensure safety. After that, I carefully opened the back panel to access the RAM slots. I removed the existing RAM modules, cleaned the slots gently with a soft brush to remove any dust, and then installed the new RAM modules. Once everything was securely in place, I reassembled the laptop, reconnected the battery, and powered it on. After booting up, I checked the system properties to ensure the new RAM was recognized and functioning properly. This upgrade significantly improved the laptop\'s performance, and the client was very satisfied with the result.','1/10','The response misses technical steps and does not describe the process for upgrading hardware. A specific example would improve this answer.'),(1574,336,228,775,251,'Here’s the thing: imagine a laptop is running really slow... How would you figure out what’s wrong and fix it for, like, your user?','If a computer is running slow. Firstly, I saw the RAM of the computer.If some else in the computer, then We can change the  RAM and we  Accelerate the RAM. And fix the problem.','Let me clarify this. When a laptop is running slowly, the first step is to identify the root cause. I would start by checking the task manager to see if any applications are consuming excessive resources like CPU or memory. If heavy applications are running, I would advise the user to close unnecessary programs. Another perspective is to check the storage space; if the hard drive is nearly full, it can slow down the system, so I would clean up unnecessary files and temporary data. Additionally, I would ensure that the laptop is free from malware by running a virus scan. To put it another way, sometimes outdated software can cause issues, so I would check for and install any pending updates. Finally, I would restart the laptop to see if the performance improves. This approach ensures a comprehensive check and resolution of the problem.','1/10','The answer is only about RAM and does not include a structured troubleshooting process for a slow laptop. More technical coverage is needed.'),(1575,336,228,775,251,'Speaking of peripherals, um—how do you usually handle setting up or fixing printers or scanners for end users? Like, what’s your approach?','I don\'t know about this','Let me clarify this: when setting up or fixing printers or scanners for end users, my approach is systematic. First, I ensure the device is properly connected to the computer and powered on. Then, I check for any error messages on the device or computer, which can provide clues about the issue. If the printer is not printing, I verify that there is enough ink or toner and that the paper is loaded correctly. For scanners, I make sure the document is placed correctly on the scanner bed. Next, I check the device settings on the computer to ensure the correct drivers are installed and up to date. If the problem persists, I look into the network connection to make sure the device is properly connected to the network. Finally, I perform a test print or scan to confirm that the issue is resolved. Throughout the process, I communicate clearly with the user to keep them informed and ensure their needs are met.','0/10','Amit did not provide an answer for printer or scanner setup. Familiarity with these tasks is important in IT support.'),(1576,336,228,775,251,'Here’s a scenario for you: So, one user can’t get online, but everyone else can. What would be your first steps to help them out?','Firstly, I ask the users that What is the problem about Their computer and Try to solve their problem By online.','First, I would verify if the user\'s device is physically connected to the network, either through a wired connection or Wi-Fi. If it\'s a Wi-Fi connection, I would ensure that the device is connected to the correct network and that the Wi-Fi is enabled. Next, I would check the network settings to see if the device has a valid IP address. If not, I would try releasing and renewing the IP address using the command prompt. I would also check if there are any proxy settings or VPNs that might be interfering with the connection. If the issue persists, I would look into the device\'s firewall settings to ensure they\'re not blocking the connection. Finally, I would test the connection by pinging a reliable external server to confirm if the device can reach the internet. If these steps don\'t resolve the issue, I would escalate it for further investigation.','1/10','The network troubleshooting steps are vague. Please add technical details and a clear process for better answers.'),(1577,336,228,775,251,'Imagine this: You’re asked to automate Windows updates for 50 laptops—yeah, fifty! How would you plan and actually get that done?','I don\'t know','To automate Windows updates for 50 laptops, I would first ensure that all laptops are connected to a centralized network, possibly using a domain environment. I would then set up a Windows Server Update Services (WSUS) server to manage and distribute updates. This allows me to approve and schedule updates centrally, ensuring consistency across all devices. Additionally, I would configure Group Policy settings to automate the update process, specifying the frequency and timing of updates to minimize disruption. Regular monitoring and reporting would be essential to ensure all laptops are updated successfully and to troubleshoot any issues that arise.','0/10','Amit did not know how to automate Windows updates. This is a basic skill for desktop support roles.'),(1578,336,228,775,251,'Now, say... if that automated update fails on a bunch of laptops and starts causing system errors—how would you go about, um, figuring out the real root cause and fixing it?','I think in this there are Hardware issues.Some other like Windows.','To address the issue of automated updates failing and causing system errors on multiple laptops, I would start by isolating the problem. First, I would check the error logs on the affected laptops to identify any common error messages or patterns. This might give insights into whether the issue is related to a specific update, network connectivity, or system configuration. Next, I would verify the network settings and ensure that all devices are properly connected and communicating with the update server. If the problem persists, I would test the update process on a single laptop to see if the issue can be replicated, which could help pinpoint the root cause. Additionally, I would consider rolling back the updates on the affected laptops to restore functionality temporarily while investigating further. Throughout this process, I would document all findings and steps taken to ensure a clear understanding of the issue and facilitate a quicker resolution.','2/10','This answer is too basic and does not show a method for diagnosing update failures. Please add specific steps for troubleshooting.'),(1579,336,228,775,251,'Shifting gears a little... Can you tell me about your experience with installing or troubleshooting Linux or Mac OS? Any stories come to mind there?','No, I don\'t have any experience in Linux. And finally, could you share a situation When you trained someone or Guided them on basic IT troubleshooting Or even just some best practices?','I have experience with both Linux and Mac OS environments. In a previous role, I was responsible for installing and troubleshooting various operating systems, including Linux and Mac OS. One instance that stands out is when I helped a client who was having issues with their Mac OS after a software update. The system was running slow and some applications were crashing. I started by checking the system logs to identify any errors, then I cleared the cache and repaired disk permissions, which resolved the issue. Similarly, for Linux, I\'ve worked on setting up dual-boot systems and troubleshooting network connectivity issues. My approach is always to methodically diagnose the problem and apply the most effective solution.','0/10','Amit did not address the Linux or Mac OS troubleshooting question. Relevant examples or basic experience are expected.'),(1580,336,228,775,251,'Let’s chat about network security now. Can you explain the basic steps you’d take to keep a desktop computer secure on a company’s network?','No, I don\'t have any experience in Linux. And finally, could you share a situation When you trained someone or Guided them on basic IT troubleshooting Or even just some best practices?','To keep a desktop computer secure on a company’s network, I would start by ensuring that the operating system and all software are up to date with the latest security patches. Next, I would install and configure a reliable antivirus program to protect against malware and other threats. It’s important to set up a firewall to monitor and control incoming and outgoing network traffic. I would also ensure that strong, unique passwords are used and changed regularly. Enabling encryption for sensitive data and implementing user access controls to limit permissions based on roles are also crucial steps. Additionally, I would conduct regular security audits and provide training to users on recognizing phishing attempts and other security risks.','0/10','There was no real answer about keeping a desktop secure. Please mention basic security steps next time.'),(1583,339,238,786,254,'Hello, Nitika! I\'m Avi, and I\'m thrilled to be one of the world\'s first autonomous AI bot interviewers. It\'s a pleasure to discuss a potential opportunity with you at Imprint Information Technology Pvt. Ltd. Please bear with me if there\'s a slight lag in our conversation; I\'m still evolving and will improve over time. How\'s your day going so far?','It\'s been good up till now.','Thank you for asking. My day has been going well so far, and I’m looking forward to our conversation. How are you today?','5',NULL),(1584,339,238,786,254,'That\'s great to hear! We have an interview scheduled now. Is this a good time for you to talk?','Yes','Yes, this is a good time for me. Thank you for checking.','5',NULL),(1585,339,238,786,254,'Let\'s dive into this. I\'m an experienced interviewer from Imprint Information Technology Pvt. Ltd. We are conducting this interview for the role of Data Engineer/API Developer. This position requires 8-10 years of experience, strong REST/SOAP knowledge, and proficiency in SQL, SSIS, and APIs. Your background in software development and API services aligns well with our needs. Are you comfortable with these responsibilities and skills?','Yes','Absolutely, I am very comfortable with these responsibilities and skills. Over the past 10 years, I have worked extensively with REST and SOAP APIs, handled complex SQL queries, and developed SSIS packages for data integration. My experience includes designing and implementing API services, optimizing data flows, and ensuring seamless integration between different systems. I am confident that my background aligns well with the requirements of this role.','4',NULL),(1586,339,238,786,254,'Can you briefly introduce yourself and a bit about your professional experience? Also, it would be great to know what is not already in your CV or LinkedIn profile.','so up till now I have 8 plus years of experience currently I\'m working with Wipro from past three years wherein I\'m basically working on migrating legacy applications to newer versions so for example I\'ve migrated VB6 applications to Windows applications, SOAP APIs to REST APIs, Crystal reports to SSRS reports Am I still audible? I\'m sorry I got disconnected','I have around 10 years of experience in software development, with a strong focus on backend engineering and API development. Most recently, I’ve been working at Wipro, where I’ve led several projects involving the migration of legacy systems—such as moving VB6 applications to modern Windows platforms and converting SOAP APIs to RESTful services. I also have hands-on experience with SQL Server, SSIS, and building data integration solutions that connect various external systems.What you might not find on my CV is that I enjoy mentoring junior team members and often take the initiative to organize knowledge-sharing sessions within my team. I’m also quite passionate about optimizing processes, so I regularly look for ways to automate repetitive tasks and improve system performance, even outside of my assigned responsibilities. This approach has helped me deliver more robust solutions and foster a collaborative environment at work.','6',NULL),(1587,339,238,786,254,'Yes, you\'re audible. Let\'s explore your experience with REST API development. Can you share a project where you designed or migrated REST APIs, focusing on your approach to ensuring scalability and maintainability?','Yeah, sure. So, as part of my first company wherein basically I was working on creating REST APIs from scratch, it was a microservices based architecture. So therein, it was a pharmacy based project. So I created multiple APIs dealing with a specific feature. So for instance, I created an API that only deals with insurance plans information. Though that API I created, so it has multiple layered architecture. So for instance, it had a controller layer which will interact with the client. Then it had a validation layer. There are certain business logics that needs to be performed. So there was a validation layer, then a business logic layer to perform business logic based on the data that we are fetching from the database. And then the database layer to fetch the response or to submit the response or to save the changes that the user has submitted from screen. So that is the API that I created. That we used to deploy using Dockers. So that API we deployed in Docker containers, then it was in Kubernetes cluster. So it gives automatic scaling and availability in case if there is a heavy traffic and if one instance is crashing, then the traffic will move on to the upcoming or to other instances which are still working. So it won\'t impact for the client to serve any request.','Let me clarify this with an example from my recent experience at Wipro. I was responsible for migrating a suite of SOAP APIs to REST APIs for a major banking client. The goal was to modernize the integration layer, improve performance, and make the system easier to maintain in the long run. To ensure scalability, I designed the REST APIs using a microservices approach, where each service handled a specific business function. This allowed us to scale individual components based on demand. For deployment, we used Docker containers orchestrated with Kubernetes, which helped with automatic scaling and high availability, especially during peak loads.On the maintainability side, I followed a layered architecture. The controller layer handled incoming requests, a separate validation layer checked input data, and the business logic was kept isolated from data access code. This separation made it easier to update or troubleshoot specific parts without affecting the whole system. I also made sure to document the APIs thoroughly using Swagger, which helped both our team and external partners understand and use the APIs effectively.Additionally, I implemented automated unit and integration tests to catch issues early and ensure that future changes wouldn’t break existing functionality. Regular code reviews and close collaboration with QA and DevOps teams further contributed to a robust and maintainable solution. What I mean is, by combining modular design, containerization, good documentation, and automated testing, we achieved both scalability and maintainability for the REST APIs, which made a significant positive impact on the project’s success.','7',NULL),(1588,339,238,786,254,'Let\'s explore your hands-on experience with SOAP web services. Could you share a project where you migrated legacy SOAP APIs to REST, and how you managed compatibility and performance challenges during the transition?','So, in my current company, it was a banking-based project, so therein, we did not migrate the entire SOAP web service to the REST, but we picked a certain action method to migrate to REST because the complete SOAP web service had dependencies on more than 32 web applications, all those were Windows applications, so directly migrating the entire SOAP web service would require making changes in all the 32 web applications, which was not a correct approach to start to. So, we picked certain action methods, we checked the dependencies, we checked what all features might change once we migrate SOAP to REST, we connected with client, like, okay, if we migrate a certain action method or certain feature of SOAP web service to REST, this change, this impact it will give over the screen, how do we need to handle that, then after confirming, okay, what all changes extra we can make or what all changes we can make in order to overcome these impacts of migration, so after that, we first made the migration part, like SOAP web service to REST part, and then we made the dependent web application changes and then we presented to the client, okay, this is how it is working, and then we moved on migrating other action methods, but we did not migrate the entire web service at once.','Let me clarify this with an example from my recent experience. In my previous role, I worked on a large-scale banking project where we had to migrate several legacy SOAP APIs to RESTful services. The challenge was that these SOAP APIs were tightly integrated with over 30 different Windows-based applications, so a full migration at once would have caused significant disruption.To manage this, we started by identifying the most critical and frequently used SOAP actions. We analyzed the dependencies for each action and engaged with stakeholders to understand the business impact of migrating each endpoint. For compatibility, we created wrapper services that allowed the existing Windows applications to continue communicating with the new REST APIs without immediate code changes on their end. This approach helped us phase the migration and reduce risk.For performance, we optimized the REST endpoints by leveraging asynchronous processing and caching where appropriate. We also conducted thorough load testing to ensure the new APIs could handle the expected traffic. Throughout the process, we maintained detailed documentation and worked closely with the QA team to validate both functional and non-functional requirements.That brings me to the final step, where after each migration phase, we provided demos to business users and collected feedback to ensure the transition was smooth and the new APIs met their needs. This incremental and collaborative approach helped us manage both compatibility and performance challenges effectively during the migration from SOAP to REST.','6',NULL),(1589,339,238,786,254,'Let\'s dive into your data integration expertise. Can you describe a scenario where you integrated data from multiple external sources, and what strategies you used to ensure data consistency and reliability?','Data integration what do you mean like in APIs or any ETL tool wherein I\'m integrating wherein I have multiple sources and then multiple destinations this is a question I have','Let me clarify this with an example from my experience at TCS, where I worked on a healthcare analytics dashboard for Humana. In that project, I had to integrate data from several external sources, including SQL Server databases, Excel files, and flat files. The main challenge was to ensure that the data coming from these different formats and sources remained consistent and reliable throughout the process.To address this, I designed SSIS packages that handled the extraction, transformation, and loading of data. During the transformation phase, I implemented data validation checks, such as verifying data types, handling missing or duplicate records, and standardizing formats. I also set up automated data quality checks to flag any anomalies before the data was loaded into the central repository.Additionally, I scheduled SnapLogic pipelines to automate data transfers and ensure timely updates. For reliability, I maintained detailed logging and error-handling mechanisms, so any issues could be quickly identified and resolved. By combining these strategies, I was able to deliver a robust data integration solution that provided accurate and up-to-date information for business users.','4',NULL),(1590,339,238,786,254,'Sure, let me clarify. We\'re interested in your experience with data integration, particularly how you\'ve handled integrating data from multiple external sources. Could you share a scenario where you ensured data consistency and reliability during such integrations?','Yes, so like I mentioned before, I\'ve worked with multiple ETL tools. So for example, I\'ve worked with SSIS packages and SnapLogic pipelines, which are required to be fetching data from multiple sources. For example, I created a SnapLogic pipeline wherein there is a certain flat file which used to get updated every week. So I\'m fetching some data from that flat file source and there is certain data. So we are Kafka subscribers. So some data I am fetching from Kafka topic, then I am combining those two data on the basis of a certain business logic. And then I am again, sending that data out to multiple destinations, like for instance, one destination is our own database, wherein I\'m storing that data. Another destination is again, there is a different Kafka topic, which is consumed by a different team because it is a pharmacy-based project. So certain data I\'m again, publishing to another Kafka topic. And the third, I\'m creating a flat file source, sorry, I\'m pushing that data in a flat file, which is again picked up by another team for their own needs. So this was a SnapLogic pipeline I created and it was a scheduled pipeline, which used to run every week because the flat file source, it used to get updated every week. So the pipeline also be scheduled on a weekly basis. So that\'s how I integrated multiple sources and transferred data to multiple destinations.','Let me clarify this with an example from my experience. In my previous role, I worked on a healthcare analytics project where we needed to integrate data from several external sources, including flat files, SQL databases, and Kafka topics. The challenge was to ensure that the data remained consistent and reliable throughout the process. To handle this, I designed an SSIS package that would first validate the schema and data quality of each incoming source before loading. For real-time data from Kafka, I set up checkpoints to avoid duplicate processing and used transactional control to ensure that only complete and accurate batches were committed. When merging data from different sources, I implemented business rules to resolve conflicts and performed data reconciliation checks after each load. Additionally, I scheduled automated jobs to run data integrity checks and generate exception reports, so any anomalies could be addressed quickly. This approach helped maintain a high level of data consistency and reliability, even when dealing with frequent updates and multiple data formats.',NULL,'7'),(1591,339,238,786,254,'Moving forward, you\'ve mentioned working with SQL Server. Could you explain how you optimized complex queries or stored procedures for large datasets, and what performance tuning techniques you applied?','sure so my approach is I first check the execution plan that which actually tells us okay this query is taking a lot of time then I will try to analyze that query I will check on the number of joins that query has and what is the conditions they are using so I will first check on the column conditions that they are using if the indexes are present or not then maybe I will check the joins that are there in that query if those tables are having a huge amount of data then I would split that single query into multiple queries so whenever there are joins it it will be joined with a filter data set not with the entire content of that data which might give performance issues in case if there are a lot of records in certain tables that are there in that adjoining tables then if a table variable is getting used I will replace that with temporary tables because table variables gives a lot of performance impact compared to temporary tables and if a single stored procedure as per me if a single stored procedure has a lot of queries it can become complex for developer also to understand in future if they have to make changes I might split that stored procedure also into multiple stored procedures and I will call those stored procedures from a single stored procedure again on filtered data set so that will also give performance benefits and then again I will go on checking the execution plan and check if the optimization is working fine or not then I will further go ahead like if I can add some CTEs that will give some performance benefits','Let me clarify my approach to optimizing complex queries and stored procedures in SQL Server, especially when working with large datasets. First, I always start by reviewing the execution plan to identify bottlenecks, such as missing indexes, expensive joins, or table scans. If I notice that certain queries are running slowly, I check if the right indexes are in place and whether the queries are making use of them. If there are multiple joins, I try to ensure that only the necessary columns are being selected and that filters are applied as early as possible to reduce the data being processed. Sometimes, I break down a large query into smaller, more manageable parts or use Common Table Expressions to simplify logic and improve readability. When dealing with temporary data, I prefer using temporary tables over table variables for larger datasets, since temp tables generally perform better and allow indexing. I also look for opportunities to refactor stored procedures by splitting them into smaller, modular procedures if they become too complex, which helps with both performance and maintainability.Throughout the process, I keep checking the execution plan after each change to see the impact. Additionally, I monitor query statistics and use tools like SQL Profiler or Extended Events to identify slow-running queries in production. By combining these techniques, I’ve been able to significantly reduce query execution times and improve overall system performance.','6',NULL),(1592,339,238,786,254,'Let\'s explore this: Could you walk me through a complex ETL process you designed using SSIS, focusing on how you managed error handling and data validation?','okay so in SSIS there is was a package where in a so since it is a pharmacy based project so how it happens every week we get new medicines into our system okay and so for example we have a hundred insurance plans in our system so it is very difficult for us to ask the user or for them to give something to map those new medicines to those insurance plans and and in the beginning they also might not know that okay this insurance plan should cover this thing because a single client also cannot take all the decisions so what we used to do whatever new medicines comes to the system we used to map all the new medicines to all the health insurance plans then user used to update those into the screen and it goes to a hierarchy of approvals okay so there were ten hierarchy of approvals required so after a certain hierarchy of approvals we had to run multiple REST API action methods because after each action method we had to send data to a certain third-party vendor because to get their approvals okay and to let them know in a in a file format okay this is how it will be done so there were multiple six to seven API calls then after those API calls so there were certain multiple API calls to update data in our system then there were certain then we were sending the flat file information to third-party vendors to tell them okay this is how we have mapped the new medicines to the health insurance plans and it is in this hierarchy of approvals so do you want to approve it or not then we used to read those flat files and again call our REST action methods to update that part in our system so that we can view it over the screen it was a very complex process we for error handling part I we used event handling because REST API is calling REST APIs or fetching data from REST APIs sometimes they can be failures so for that we did error handling that in case if there is an error it should retry it at least three times then it can fail in case of flat file like there is some we are getting some error while reading some data from a flat file we were using the error outputs feature and we were sending that to error output where and again we were using a logging table in our database and then we used to run a stored procedure also that okay if something new is added into the logging database we we wrote a stored procedure how we need to handle that so we don\'t miss those error out records so this is how we did the error handling part','Let me clarify this with an example from my experience. In one of my healthcare projects, I designed an SSIS package to automate the ingestion and processing of formulary and drug data from multiple external sources. The ETL process started with extracting large flat files and API data, transforming it to match our internal schema, and then loading it into our SQL Server database.For data validation, I implemented several checks at the transformation stage. This included verifying required fields, checking for duplicate records, and validating data types and reference integrity. If any record failed validation, I redirected it to a separate error output, so it wouldn’t interrupt the main data flow.When it comes to error handling, I used SSIS event handlers extensively. For example, if a data flow task failed, the OnError event would log detailed error information into a dedicated logging table, including the row number and error description. For transient issues like network interruptions or API failures, I configured retry logic using script tasks and checkpoints, so the package could resume from the point of failure rather than starting over.Additionally, I set up email notifications to alert the support team if critical failures occurred. At the end of each run, I generated summary reports detailing the number of records processed, successful loads, and any errors encountered. This approach helped us maintain high data quality and ensured that any issues were quickly identified and resolved without impacting downstream systems.','7',NULL),