EdgeTrace unifies your entire camera network into a single, powerful intelligence platform–helping public safety teams detect threats faster, respond in real time, and protect the community. Backed by Y Combinator.
About the role
Your code will help find missing persons, track stolen vehicles, and manage traffic flow. Work directly with YC founders, ship to production systems, and potential for full-time conversion.
What they're looking for
- Vantage VMS features: natural language video search, multi-camera playback, incident reporting
- Vehicle detection and tracking pipelines for DOT traffic analysis
- Real-time alert systems for suspect/vehicle identification
- ONVIF camera discovery and integration services
- Analytics dashboards showing detection accuracy, system health, and search performance
- Multi-camera grid view with synchronized timeline playback
More about this role
About EdgeTrace
YC W24 startup building AI-powered video management systems for law enforcement Real-Time Crime Centers and transportation departments. We help agencies search camera networks in natural language and detect and respond to threats in real time.
Tech Stack
Frontend: Next.js, React, TypeScript, gRPC-Web
Backend: Nest.js, REST, Protocol Buffers, gRPC
AI/ML: Python, PyTorch, TensorRT
GPU: Custom CUDA kernels for video decoding and multi-stream inference
Infrastructure: RabbitMQ, Bazel, Docker, Systemd
Data: Vector database, PostgreSQL-17
Video: ONVIF, RTSP, HLS, WebRTC
What You'll Build
- Vantage VMS features: natural language video search, multi-camera playback, incident reporting
- Vehicle detection and tracking pipelines for DOT traffic analysis
- Real-time alert systems for suspect/vehicle identification
- ONVIF camera discovery and integration services
- Analytics dashboards showing detection accuracy, system health, and search performance
Example Projects
- Multi-camera grid view with synchronized timeline playback
- CJIS-compliant audit logging: track all user actions, video exports, and system access
- Camera auto-discovery via ONVIF with health monitoring and...
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