AI Fraud Detection Web Application (Guardian-Pay) and Sign Language Detection (computer vision) projects with ML prediction/real-time inference outputs
Built AI-powered applications that involve generating and using labeled outputs from ML/computer-vision pipelines. Worked on transaction fraud detection by analyzing inputs and producing prediction results for storage and monitoring. Developed a sign-language recognition system that converts gestures into textual outputs for real-time display and history tracking. • Implemented REST API endpoints to serve prediction and translation outputs • Integrated databases to persist user activity, predictions, and translation history • Used Python backend processing for webcam-based real-time inference • Built dashboards to visualize alerts and transaction insights