ResumeScan Pro (MVP Backend)

This repository contains an initial implementation of the ResumeScan Pro backend described in the product brief:

• /resume-ats-checker
• /resume-keyword-optimizer
• /resume-one-page

Stack

• FastAPI backend
• Rule-based ATS engine (non-LLM)
• Hybrid keyword matcher
• LLM prompt templates with strict JSON schemas

Quick start

cd backend
python -m venv .venv
source .venv/bin/activate
pip install -r requirements.txt
uvicorn app.main:app --reload

API Endpoints

• POST /resume-ats-checker
• POST /resume-keyword-optimizer
• POST /resume-one-page

All endpoints accept normalized resume text and optional JD/target role fields.

Notes

• Parser supports .pdf, .docx, and plain text uploads.
• Privacy-by-design hooks are included (ephemeral processing, no persistence layer).
• LLM calls are intentionally separated behind prompt builders to keep ATS hard rules deterministic.