"SentinelQuant AI team on Deriv AI Talent Sprint Hackathon"

Team Idea

Building real-time AI systems to detect fraud, abnormal trading behavior, and risk patterns in high-frequency trading environments.

Team Members

Samuel Gicho

samuel_gicho666

AI Software Engineer

Submission

FraudShield AI Real-Time Fraud Detection

Real-time fraud detection using ensemble ML (Isolation Forest + XGBoost + Heuristics) with explainable AI. Scores trades 0-100 risk, provides human-readable explanations, and enables analyst feedback for continuous learning. FastAPI + Next.js dashboard.