README.md

metadata

title: Redrob Candidate Intelligence
emoji: 🚀
colorFrom: green
colorTo: blue
sdk: docker
app_port: 8501
pinned: false
license: mit

Redrob Candidate Intelligence — Stage 1 Sandbox

This is the Stage 1 sandbox for the Redrob hackathon submission (spec Section 10.5).

The Streamlit app accepts a candidate sample (≤5,000 records) uploaded by the user, runs the complete pipeline end-to-end (BM25 + 5-axis PageRank + 74 features + deterministic composite + reasoning), and produces a downloadable ranked CSV.

For the full 100k run, the official reproduce command is:

python scripts/run_ranking.py --no_dense --no_lgbm

Source

Complete submission with all 11 iterations (v1 → v10 → v11): https://github.com/AdityaProCoder/JobRanker

Files in this Space

• app.py — Streamlit sandbox UI (the entry point)
• redrob/ — full pipeline package
• scripts/run_ranking.py — the official full-pool pipeline
• requirements.txt — Python dependencies
• Dockerfile — Docker deployment (this Space)