Redrob Hackathon — Candidate Ranking Sandbox

Upload a .jsonl file containing candidate profiles (same format as candidates.jsonl).
The ranking pipeline runs end-to-end and returns a ranked CSV.

This sandbox accepts ≤100 candidates — it's a reproducibility check, not the full 100K run.
To test with a sample: head -100 candidates.jsonl > sample.jsonl

Pipeline stages:

1. Elite IR-template scan — finds candidates who built real retrieval/ranking systems
2. Disqualification — removes overseas-no-relocate, consulting-only, and honeypot profiles
3. Scoring — template tier × behavioral signals (availability, responsiveness, market demand)
4. MMR diversity pass → ranked CSV with reasoning column

Compute constraints satisfied:
✓ CPU-only ✓ No external API calls ✓ No GPU ✓ ≤5 min runtime ✓ ≤16 GB RAM

Source code: GitHub repo ← Go back to the Repo