High-throughput microservices, edge computer vision pipelines, and resilient monorepo foundations engineered for mission-critical reliability.
Sub-millisecond inference pipelines using custom-trained YOLO object detectors and ByteTrack spatial association for multi-target tracking at 60 FPS.
Unified codebases with isolated packages sharing state, validation schemas, and UI components across web portals, mobile apps, and administrative consoles.
Asynchronous Python and Rust backends with background queue workers for intensive video tracking jobs, instant OTP dispatch, and transactional locking.
Offline-first mobile applications built with Flutter and React Native, featuring biometric security, QR payload generation, and seamless cloud synchronization.
Video streams, sensor telemetry, and client requests enter via high-speed gRPC / WebSocket endpoints.
Models execute spatial detection, tracking, and validation with hardware acceleration.
Atomic state transitions and encrypted event broadcasting to distributed databases.
Instant updates reflected on mobile apps, web tactical boards, and third-party API gateways.
Live microservices latency & tracking benchmark test