01case study
AI Surveillance Infrastructure (Symphonia & Graphicus)
May 2026 - PresentWebsite
99.9%uptime sustained
21live telemetry feeds
90+days in production
Overview
Solutions architect and DevOps lead for an edge-compute AI surveillance platform sustaining 99.9% uptime across 21 live telemetry feeds over 90+ days, after GPU benchmarking and provisioning NVIDIA RTX 4000 servers and PtP/PtMP wireless networks. Runs YOLOv8/TensorRT inference engines with PostgreSQL and MediaMTX (RTSP/RTMP) containerized in Docker Compose, with Zero-Trust enforced through a split-tunnelled WireGuard VPN, strict egress, and Pi-hole DNS sinkholes.
Stack map
The declared stack, sorted into the layers these tools belong to. It assembles as you scroll.
Edgeingress & network02
WireGuardPi-hole
Computeruntime04
Docker ComposeYOLOv8TensorRTMediaMTX
Datastate & storage01
PostgreSQL
Platformcloud02
NVIDIA RTX 4000Linux