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| 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) | |