README.md

metadata

title: ATS-Proof CV Generator
emoji: 🎯
colorFrom: blue
colorTo: green
sdk: gradio
sdk_version: 6.13.0
app_file: app.py
pinned: false

🎯 ATS-Proof CV Generator

A closed-loop pipeline that generates ATS-optimized resumes with a self-refining feedback loop.

Pipeline

1. 📄 Parse CV — Upload PDF or paste text → structured sections
2. 🔍 Extract Keywords — 3-layer hybrid: NER (LinkedIn Skills model, F1=0.92) + KeyBERT (semantic) + TF-IDF (statistical)
3. ✍️ Generate CV — Section-by-section LLM rewriting grounded on your original CV (anti-hallucination)
4. 📊 ATS Score — 5-metric hybrid checker: Keyword Match (35%) + Skill Coverage (25%) + TF-IDF Cosine (20%) + Sections (10%) + Format (10%)
5. 🔄 Self-Refine — Iterative feedback loop (up to 4 rounds) until score ≥ target
6. 📥 Download DOCX — ATS-safe single-column format

Setup

Add your HF_TOKEN in Space Settings → Secrets.

Research References

• ResumeFlow — Section-by-section generation
• Self-Refine — Iterative refinement via feedback
• SkillSpan — Skill extraction from job descriptions