Case Study · HR and recruiting

AI-Powered ATS Resume Scorer

ATS simulation: keyword extraction, JD matching, score + feedback. Missing skills identified instantly.

AI-Powered ATS Resume Scorer project preview
Role
AI and NLP development
Industry
HR and recruiting
Outcome
AI-powered

The Challenge

Job seekers often get filtered out by applicant tracking systems without knowing why. The client wanted a tool that shows how a resume scores against a specific job description.

The Solution

  • Simulated how an ATS reads and filters resumes
  • Extracted keywords from resumes and job descriptions with NLP
  • Matched the resume against the job description to produce a score
  • Generated feedback that lists missing skills

The Results

  • Instant ATS-style score for any resume
  • Missing skills identified immediately
  • Clear, actionable feedback for applicants

Tech Stack

  • Python
  • NLP
  • AI/ML

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