---
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:
```bash
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)