Performing real-time, privacy-first background removal and precise passport size alignment directly on-device without exposing sensitive biometric images to server-side databases.

Built a secure client-side camera application that processes biometric identification images fully offline. Coupled reactive Angular Signals with localized computer-vision tracking networks running within a native Capacitor 8 framework wrapper, dropping server compute operating costs to zero.