Compass – a web app that helps job seekers discover and evaluate roles
Compass pulls job listings from official ATS APIs (Greenhouse, Lever, Ashby, Adzuna) and matches them against a user’s profile, optionally using LLMs to parse CVs and explain fit. It presents evidence‑based scores rather than opaque rankings, letting users decide which applications to submit. Designed for graduate students and early‑career professionals who want a transparent, self‑hosted job‑search assistant, it outperforms generic aggregators by showing exact justification for each match.
View on GitHub →ZaibUddinExcite/Compass-job-finder-