AI Career Copilot

Analyze a resume against a job description and generate ATS keywords, gaps, bullets, and a cover letter draft.

This is a portfolio-ready MVP in the career services lane. It demonstrates practical API product thinking, clean documentation, tests, and a working local browser demo.

• Resume/job description analyzer
• Keyword overlap scoring
• Skill gap detection
• Improved resume bullet suggestions
• Cover letter draft generator

• Python 3.11+
• FastAPI
• SQLite
• Vanilla HTML/CSS/JS frontend served by the API
• Pytest API tests

uv sync
uv run uvicorn src.main:app --reload --port 8102

Then open: http://localhost:8102

Windows one-click launcher: run.bat

• GET / - browser demo
• GET /api/health - health check
• GET /docs - interactive FastAPI docs

uv run pytest -q

• Add authenticated user accounts
• Add production deployment config
• Replace deterministic helper logic with local Ollama model calls where useful
• Add screenshots and a short demo GIF