CrediClip
Problem
Low-trust short-form video content leaves viewers without clear credibility signals across TikTok, Instagram, and YouTube Shorts.
My role
Product Owner & Builder who owned the product from problem definition and workflow design through AI prototyping, testing, and deployment.
Result
Shipped a FastAPI AI workflow with OCR/ASR extraction, queue-backed processing, SQLite persistence, and Playwright recovery, turning messy video inputs into credibility scores, risk flags, evidence coverage, and claim-level notes.