AI Resume Matcher for a Recruitment Platform

Project Overview

The client needed to streamline hiring by automatically matching resumes to job descriptions with high accuracy.

My Role

I built the AI matching engine and developed the entire platform interface.

Stacks Used

  • Node.js – implemented backend processing and job-resume comparison logic
  • NLP – used to extract and analyze keywords from resumes and job listings
  • React – designed recruiter dashboard for managing job posts and matches
  • MongoDB – stored candidate profiles, resumes, and job data
  • AWS S3 – used to store and retrieve uploaded resumes securely

Results Achieved

  • 80% faster shortlisting process
  • Better job-candidate fit accuracy
  • Clear hiring ROI during early recruitment stages

Client Feedback

What he built changed the way we recruit. It’s smart, fast, and incredibly accurate. His skills in both AI and full-stack development made this possible.

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