projects

private watch parties with sub-second playback drift over a tailscale mesh — no cloud, no port forwarding, no telemetry. jitsi powers voice/video and live reactions across a self-hosted jellyfin stack.

a 30 fps zero-copy pipeline using yolov8 + bytetrack with 40% memory reduction via cached clahe. ray-casting geofencing and fsm hysteresis eliminate false alarms entirely.

a scalable go edge service with ip-based token-bucket rate limiting and fingerprint-based bot detection. redis-backed counters, a react admin dashboard, and prometheus monitoring, containerized via docker compose.

a forensic classifier combining mobilenetv3 with error level analysis, trained on synthetic forgeries via poisson blending. sub-550 ms latency through automatic cuda/mps hardware fallback and telea inpainting for ocr.

a cbir engine using resnet-50 with gem pooling and two-stage verification via faiss + orb/ransac. color-histogram pre-filtering drives 39 qps throughput, served over websockets.

a go agent transmitting metrics securely over grpc to a central server, with time-series storage in postgresql and a react dashboard for live updates and multi-node alerting.

a secure secrets backend with per-tenant aes-256 isolation and jwt + rbac auth. vault-api integration handles automated rotation with audit logging, surfaced through a react dashboard and deployed with end-to-end encryption.