 Scoring

1. Roles & Responsibilities: 0/10  
2. Years of Experience: 0/10  
3. Education Qualification: 4/10  
4. Skills/Knowledge: 0/10  
5. Domain/Industry: 0/10  
6. Key Competencies: 2/10  
7. Certifications: 2/10  

---

```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;">
  <li>The resume lacks alignment with the specified roles and responsibilities. There is no mention of designing, developing, or maintaining data pipelines, data cleaning, transformation, or validation, nor any indication of experience with data visualizations, dashboards, or collaboration with cross-functional teams.</li>
  <li>The candidate's years of experience are not explicitly stated or inferred from the resume content. The projects and internships mentioned do not provide evidence of relevant experience in data engineering or related fields.</li>
  <li>The educational qualification aligns partially with the job requirements. The candidate holds a Bachelor of Engineering degree, but the field of study is not explicitly mentioned as Computer Science, Information Technology, or a related discipline.</li>
  <li>The resume does not demonstrate proficiency in the required skills (Python, MySQL, Power BI, Excel) or their sub-skills. There is no evidence of familiarity with tools like Jupyter Notebook, MySQL Workbench, or Power BI, nor any mention of data manipulation, visualization, or SQL queries.</li>
  <li>The resume does not indicate knowledge of the Information Technology or Data Engineering domain. The projects and internships mentioned are unrelated to the specified domain.</li>
  <li>Key competencies such as problem-solving skills, communication skills, proactive learning, and attention to detail are not evident in the resume. While leadership and teamwork are mentioned, they are not substantiated with relevant examples or context.</li>
  <li>The certifications listed (Cybersecurity Essentials, Programming Essentials of Python) are not directly aligned with the required skills for the role. There is no evidence of certifications in Python, MySQL, Power BI, or Excel that demonstrate proficiency in the specified areas.</li>
</ol>
```