 Scoring:

1. Roles & Responsibilities: 6/10  
2. Years of Experience: 8/10  
3. Education Qualification: 4/10  
4. Skills/Knowledge: 6/10  
5. Domain/Industry: 6/10  
6. Key Competencies: 6/10  
7. Certifications: 6/10  

---

 Overall Summary

```html
<h5 style="font-family:Roboto; font-size:0.88rem; font-weight:bold;">Overall Summary</h5>
<ol style="font-family:Roboto; font-size:0.88rem; line-height:1.5;">
  <li>The candidate demonstrates partial alignment with the roles and responsibilities. While the resume mentions experience in data cleaning, transformation, visualization, and collaboration with stakeholders, it lacks explicit mention of designing and maintaining data pipelines or writing reusable and modular code. Documentation and proactive learning are not strongly emphasized.</li>
  <li>The candidate has 0-1 year of relevant experience, as evidenced by the internship and projects. This aligns well with the job requirements, earning a high score in this category.</li>
  <li>The educational qualification is a mismatch. The candidate holds a B.Tech in Mechanical Engineering, which is not directly related to Computer Science, IT, or related disciplines as required. This results in a lower score for this parameter.</li>
  <li>The skills section shows familiarity with Python, MySQL, Power BI, and Excel. However, the depth of expertise in specific sub-skills such as DAX basics, MySQL Workbench, or advanced Excel functions is unclear. The candidate's proficiency in Jupyter Notebook is not mentioned, which impacts the score.</li>
  <li>The domain/industry knowledge is moderately relevant. The candidate has experience in data science and analytics, which overlaps with data engineering. However, the resume does not explicitly mention data engineering or IT domain expertise.</li>
  <li>The key competencies are partially demonstrated. Problem-solving, communication skills, and attention to detail are evident from the projects and internship. However, collaboration with cross-functional teams, writing reusable code, and documenting processes are not strongly highlighted.</li>
  <li>The certifications section includes a PG program in Data Science, which partially aligns with the required skills. However, specific certifications in Python, MySQL, Power BI, or Excel are not mentioned, leading to a moderate score.</li>
</ol>
```