1. Roles & Responsibilities: 6/10  
2. Years of Experience: 6/10  
3. Education Qualification: 2/10  
4. Skills/Knowledge: 6/10  
5. Domain/Industry: 6/10  
6. Key Competencies: 6/10  
7. Certifications: 2/10  

<h5 style="font-family:Roboto; font-size:0.88rem;"><b>Overall Summary</b></h5>  
<ol style="font-family:Roboto; font-size:0.88rem;">
  <li><b>Roles & Responsibilities:</b> The candidate demonstrates moderate alignment with the required responsibilities. They have experience in developing Power BI dashboards, performing EDA using Python (pandas, NumPy, Matplotlib), and writing SQL queries. However, there is no evidence of REST API integration, JSON/XML handling, unit testing, or Git usage. The resume lacks mention of asynchronous programming, data ingestion pipelines, or version control practices.</li>
  <li><b>Years of Experience:</b> The candidate has held multiple internships and a faculty role, suggesting around 1–2 years of relevant experience. However, the experience is mostly internship-based, which under strict evaluation criteria limits the depth of exposure.</li>
  <li><b>Education Qualification:</b> The candidate holds a Bachelor and Master of Science, but not a Bachelor of Engineering in Computer Science, IT, or a directly related discipline. This results in a low score under strict criteria.</li>
  <li><b>Skills/Knowledge:</b> The resume reflects proficiency in Python, SQL, Power BI, pandas, NumPy, Matplotlib, and Seaborn. However, there is no mention of REST APIs, Flask/FastAPI, unit testing frameworks, Git, JSON/XML, or advanced SQL concepts like CTEs, indexing, or transaction management. The candidate is willing to learn Tableau and cloud platforms, but under strict evaluation, willingness does not substitute for demonstrated skill.</li>
  <li><b>Domain/Industry:</b> The candidate has worked in data analytics roles across internships and projects, showing moderate exposure to the IT and data analytics domain. However, the experience is not deep or varied enough to warrant a higher score.</li>
  <li><b>Key Competencies:</b> The resume reflects analytical thinking, problem-solving, and communication through project outcomes and internship roles. Leadership and mentoring are implied in the BYJU’s role. However, strategic thinking, adaptability, and time management are not explicitly demonstrated or strongly implied.</li>
  <li><b>Certifications:</b> There is no mention of any certifications in Python, SQL, data visualization, or related technologies. Under strict criteria, this results in a low score despite demonstrated skills.</li>
</ol>