ATS Resume Ranking Prototype

Overview

Dynamic resume ranking system that evaluates candidates against job descriptions using skill matching and experience-aware scoring.

Features

• PDF resume parsing
• Automatic experience extraction
• Dynamic JD parsing
• Skill-based scoring (65%)
• Experience-aware scoring (35%)
• Overqualification penalty
• Talent pool persistence with multi-role tracking
• JD-based reranking

Architecture

• parser/
• scoring/
• services/
• jd/
• main.py

Status Logic

• SHORTLIST
• REVIEW
• TALENT_POOL

Next Improvements

• Skill weighting
• Domain filtering
• Semantic similarity
• Async ingestion

Entry Point

Main execution file: main.py

To run:

• python main.py