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.