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

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<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 does not align well with the roles and responsibilities outlined in the job requirements. While the candidate has extensive experience in software development and analytics, there is minimal evidence of direct involvement in designing, developing, or maintaining data pipelines, performing data cleaning, or creating data visualizations and dashboards as specified.</li>
    <li>The candidate has 12.5 years of experience, which far exceeds the 0-1 year requirement. However, this experience is not relevant to the entry-level data engineering role described, leading to a score of 0 in this category.</li>
    <li>The educational qualification required is a Bachelor of Engineering or equivalent in Computer Science, IT, or related fields. The candidate holds an MCA, which is not equivalent to the specified requirement, resulting in a low score.</li>
    <li>While the candidate has proficiency in Python and MySQL, there is no evidence of experience with Power BI or Excel, which are critical skills for this role. Additionally, the Python-related skills mentioned are more advanced and not aligned with the basic data manipulation and visualization tasks required.</li>
    <li>The candidate's domain expertise lies in software development and analytics rather than IT or data engineering, leading to a low score in this category.</li>
    <li>Key competencies such as problem-solving, communication skills, and attention to detail are mentioned indirectly through project descriptions. However, there is no explicit evidence of collaboration with cross-functional teams or documentation skills as required.</li>
    <li>The candidate holds a Celonis certification, which is not directly relevant to the required certifications in Python, MySQL, Power BI, or Excel. This results in a low score for certifications.</li>
</ol>
```