README.md

---
title: Lighthouse Candidate Ranker
emoji: 🔦
colorFrom: indigo
colorTo: yellow
sdk: docker
app_port: 7860
pinned: false
license: mit
---

# 🔦 Lighthouse - candidate ranker sandbox

Live demo of the Lighthouse recruiter-grade candidate ranker (Redrob India Runs challenge).
Upload up to 100 candidates (or use the preloaded 100-candidate sample) and Lighthouse ranks
them end-to-end on CPU - five-component fit score, JD hard-negative gates, behavioral modifier,
honeypot zeroing, grounded reasoning - then download the ranked CSV.

Uploaded candidates are encoded on the fly with BAAI/bge-small-en-v1.5. Full code:
https://github.com/jacklachan/lighthouse-indiaruns