GiveGuard — Nonprofit Fraud Detection
Real-time fraud detection platform that intercepts nonprofit nominations on pay-by-bank donation platforms. Multi-stage verification pipeline with a Python rules engine querying ProPublica & IRS APIs, plus Gemini 2.0 Flash for plain-English risk summaries.