Supervision Hack 2022 — 1st Place
Built a document understanding system for risk classification:
- OCR with layout preservation, table extraction, and heuristic cleaning.
- Hybrid CV/NLP features with lightweight model to meet inference budgets.
- Emphasis on transparency and traceability for auditors.