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metadata 
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