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| title: HR TOOL V2 | |
| emoji: 🤖 | |
| colorFrom: blue | |
| colorTo: green | |
| sdk: docker | |
| app_file: main.py | |
| pinned: false | |
| # 🧠 HR Tool Backend (AI Resume Intelligence System) | |
| A production-ready AI-powered HR system that: | |
| - Extracts structured resume data using **Qwen2.5-0.5B + LoRA** | |
| - Matches resumes with job descriptions using **MiniLM embeddings** | |
| - Provides semantic ATS scoring via **FastAPI backend** | |
| - Designed for deployment on **Hugging Face Spaces / Docker** | |
| --- | |
| # 🚀 Features | |
| ### 📄 Resume Intelligence | |
| - PDF → Clean text extraction | |
| - LLM-based structured JSON generation | |
| - Strict schema-based output (no hallucination design) | |
| ### 🧠 Semantic Matching (ATS) | |
| - Resume ↔ Job Description similarity | |
| - Uses `sentence-transformers/all-MiniLM-L6-v2` | |
| - Cosine similarity scoring (0–100 ATS score) | |
| ### ⚡ FastAPI Backend | |
| - Upload resume PDFs | |
| - Get structured JSON output | |
| - Compare with job descriptions | |
| - Get ranking score | |
| --- | |
| # 🏗️ System Architecture | |