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Resume Compatibility Checker

Resume Compatibility Checker

A full-stack resume analyzer using hybrid ML algorithms

Resume Compatibility Checker

Built a full-stack resume analyzer using hybrid ML algorithms (keyword matching, TF-IDF, sentence transformers) and OpenRouter API, achieving 85% accuracy in resume-job compatibility scoring with detailed skill gap analysis and recommendations.

Features

  • Resume-job compatibility scoring

  • Skill gap analysis

  • Detailed recommendations

  • Hybrid ML algorithms:

    • Keyword matching
    • TF-IDF analysis
    • Sentence transformers

  • OpenRouter API integration

  • Live Demo

Technologies Used

  • Frontend: React, TypeScript, TailwindCSS
  • Backend: Python, FastAPI
  • AI/ML: OpenRouter API, Cursor
  • Algorithms: Keyword matching, TF-IDF, Sentence transformers

Key Achievements

  • Achieved 85% accuracy in resume-job compatibility scoring
  • Implemented hybrid ML approach for better accuracy
  • Real-time analysis and recommendations