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Job-Intelligence Platform
A multi-source job aggregator with a "truth gate" for LLM résumé and cover tailoring that blocks unsupported claims — grounded in an evidence bank.
- 15,158
- lines of code measured
- 445
- automated tests measured
- 28,701
- postings ingested measured
Context
Tailoring an application to a role is useful; letting an LLM embellish is dangerous. I built a platform that does the former while structurally preventing the latter.
What I built
- A “truth gate” for LLM résumé and cover-letter generation: every claim must ground to an evidence bank, and unsupported claims are blocked rather than smoothed over.
- Async, multi-adapter ETL ingesting postings from many sources, with a scoring and ranking pipeline that weights fit.
- Offline-first output — markdown-to-PDF export with no cloud dependency.
- A real test suite — 445 automated tests over ~15k lines — because a tool that makes claims about you had better be correct.
Why it matters
It is the same idea as the RAG work, pointed at myself: grounded generation, verified before it ships.