ksk76/AMDDeveloperHackathon

Uplan — Immigration Document Intelligence

Adversarial Document Intelligence Pipeline built for the AMD Developer Hackathon 2025.

Uplan applies five cooperating specialist agents and a structural encoding pipeline to find the logical inconsistencies that cause visa rejections — before an immigration officer does.

How It Works

1. 1.Structural Encoding — PDF pages → Gemini Flash extraction → SemanticGraph (~1,200 tokens, 98% compression)
2. 2.Privacy Purge Gate — Raw bytes deleted before any agent sees the data
3. 3.Deterministic Rule Engine — 10 pure-math rules (no LLM, no hallucination)
4. 4.5 Specialist Agents — Identity, Financial, Temporal, Sponsor, Enrollment (Gemini Pro)
5. 5.Narrative Synthesis — PASS / CONDITIONAL / FAIL verdict with rebuttal guidance

Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference