1. Roles & Responsibilities: 2/10  
2. Years of Experience: 4/10  
3. Education Qualification: 2/10  
4. Skills/Knowledge: 4/10  
5. Domain/Industry: 4/10  
6. Key Competencies: 4/10  
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 has limited alignment with the core responsibilities outlined in the job description. While there is some exposure to Python, SQL, and Power BI, there is no evidence of experience in designing backend services, REST API integration, machine learning model deployment, or dashboard development using Streamlit or Jupyter Notebooks. There is also no mention of Git usage, unit testing, or virtual environments.</li>
  <li><b>Years of Experience:</b> The resume reflects internship experiences and a role at BYJU’S, but the total professional experience appears to be less than 2 years. The roles are primarily internships, which do not meet the 2–4 years of solid industry experience required.</li>
  <li><b>Education Qualification:</b> The candidate holds a Bachelor of Science and a Master of Science from Shivaji University, but not a Bachelor of Engineering (BE) or equivalent in Computer Science, IT, or a related engineering field, which is a specific requirement.</li>
  <li><b>Skills/Knowledge:</b> The candidate demonstrates familiarity with Python, Pandas, NumPy, Matplotlib, and Seaborn, which are relevant. However, there is no mention of key required tools and concepts such as Scikit-learn, REST APIs, Flask, PyTest/Unittest, Git, virtual environments, or advanced ML techniques like hyperparameter tuning, clustering, or LLM-related tools (OpenAI API, LangChain, etc.).</li>
  <li><b>Domain/Industry:</b> The candidate has worked in data analysis roles and internships, which are tangentially related to IT and data science. However, there is no direct experience in software development, AI, or machine learning domains, which are core to the job requirements.</li>
  <li><b>Key Competencies:</b> The resume indicates some problem-solving and data analysis skills through project work and internships. However, there is limited evidence of debugging, architectural thinking, collaboration in software teams, or leadership potential. Communication and documentation skills are not explicitly demonstrated.</li>
  <li><b>Certifications:</b> No certifications are mentioned in the resume. There is no evidence of formal training or certification in Python, machine learning, REST APIs, or any of the advanced tools and frameworks listed in the job requirements.</li>
</ol>