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

<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 candidate demonstrates moderate alignment with the core roles and responsibilities. Experience in data annotation using tools like LabelStudio, LabelImg, LabelMe, and Doccano is evident, as well as web scraping and scripting to optimize labeling. However, there is limited evidence of experience with video annotation, frame-by-frame labeling, audio transcription, translation, or advanced quality validation processes. Collaboration and reporting are not explicitly detailed.
  </li>
  <li>
    Years of experience are not clearly quantified. The resume mentions "Data Annotation (1 year)" and lists a single relevant position, but the employment dates are incomplete ("October to September"), making it difficult to confirm if the candidate meets the 1-2 year requirement. This ambiguity results in a lower score.
  </li>
  <li>
    The education qualification is a strong match. The candidate holds a B. Tech. in Information Technology, which meets and exceeds the minimum requirement of a Bachelor's Degree.
  </li>
  <li>
    Skills and knowledge are partially relevant. The candidate lists experience with Python, data annotation tools, and XML annotations (from project work). There is no explicit mention of experience with Labelbox, Supervisely, CVAT, VGG Image Annotator, or 3D/LiDAR annotation. There is also no evidence of proficiency in multiple languages, audio transcription, or advanced video annotation. Basic scripting and data preprocessing skills are present, but knowledge of data formats like CSV and JSON is only implied.
  </li>
  <li>
    The domain/industry fit is strong, as the candidate has a B. Tech. in IT and experience in data annotation for machine learning, which is relevant to the IT domain.
  </li>
  <li>
    Key competencies such as attention to detail, adaptability, and time management are implied through project work and technical skills. However, there is limited direct evidence of communication skills, teamwork, mentoring, or process improvement. The resume does not explicitly mention reliability, patience, or a positive attitude.
  </li>
  <li>
    Certifications in Python and Machine Learning are listed, which are relevant to the role. However, there are no certifications directly related to annotation tools, data formats, or advanced annotation techniques (e.g., 3D, LiDAR, audio/video annotation).
  </li>
</ol>