Shrishti24/redrob-ranker

Starva — Redrob Candidate Ranker (Sandbox)

Hosted demo for the India.Runs Intelligent Candidate Discovery & Ranking Challenge. Ranks candidates for the Senior AI Engineer JD using the same pipeline as the full submission: deterministic honeypot checks → corroboration-gated structured features → MiniLM semantic + BM25 fusion → behavioral availability multiplier → fact-grounded reasoning (no LLM at runtime).

Click Rank candidates to run on the bundled 100-candidate sample (55 ML fits, 12 honeypots, 33 generic), or upload your own .jsonl (≤100 rows). Output is a ranked CSV, produced well within the CPU budget.

This is the small-sample sandbox required by submission spec §10.5. The full 100K ranking lives in the GitHub repo and runs in ~2 s from precomputed artifacts.