Overview
Full-stack agentic AI platform for job seekers, built as sole engineer.
What I built
Built with FastAPI, React, and PostgreSQL, covering resume analysis, job matching, document generation, and application tracking.
ATS-matching component using sentence embeddings and cosine similarity to score resumes against job descriptions.
Local-LLM workflow for resume, cover-letter, and outreach generation so sensitive user data stays on-premise instead of going to third-party APIs.
AutoApply workflow using LangGraph-style multi-step orchestration and tool calling to plan applications, generate materials, and drive browser automation, cutting a ~15-minute workflow to under 2 minutes.
Tech stack
- Python
- FastAPI
- React
- PostgreSQL
- LangGraph
- Local LLMs
- Embeddings
- Tool Calling
- Browser Automation
Key results
~15 min → under 2 min per application
