PreCheck.ai

AI-powered health insurance claims assistant — Runner-Up (Google Gemini Track) & Best .tech Domain, nwHacks 2026.

Shipped a healthtech MVP among 100+ competing teams in under 24 hours, leading a 4-person team. A 4-stage ML validation pipeline — Gemini Vision OCR, RAG-based policy retrieval, HistGradientBoosting risk scoring (0–100 denial probability), and a remediation dashboard with citation-level fixes — covering the full claim lifecycle across Prevention, Pre-Submission, and Appeal flows, validated against 10+ required fields.