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

```html
<h5><b>Overall Summary</b></h5>
<ol style="font-family: Roboto; font-size: 0.88rem;">
    <li><b>Roles & Responsibilities:</b> The candidate has experience in machine learning development, fraud detection, and AI-based projects, which align with some aspects of the job description. However, there is limited evidence of direct experience in software application development, debugging, and collaboration with cross-functional teams.</li>
    <li><b>Years of Experience:</b> The candidate has multiple internship experiences, which fit within the 0-1 year requirement. The experience duration aligns well with the job criteria.</li>
    <li><b>Education Qualification:</b> The candidate holds a Bachelor of Technology in Computer Science with a specialization in AI & ML, which is a strong match for the required qualification.</li>
    <li><b>Skills/Knowledge:</b> The candidate demonstrates proficiency in Python, SQL, Pandas, TensorFlow, and data visualization tools like Matplotlib and Seaborn. However, there is limited mention of experience with Scikit-learn, Git, and HTML-related skills, which are part of the job requirements.</li>
    <li><b>Domain/Industry:</b> The candidate has worked in AI/ML-related roles, which partially align with software development and data science. However, there is no explicit mention of experience in traditional software development.</li>
    <li><b>Key Competencies:</b> The candidate has demonstrated problem-solving, analytical thinking, and adaptability through various projects and internships. However, there is limited evidence of collaboration in cross-functional teams and debugging experience.</li>
    <li><b>Certifications:</b> The candidate has relevant certifications in Machine Learning, Deep Learning, and Networking, which support their technical expertise. However, there is no certification specifically in Python programming or SQL.</li>
</ol>
```