Develop and maintain embedded Linux device platforms from BSP through application level. Own on-device video pipelines, including RTSP ingest, perception, recording, and WebRTC delivery. Collaborate across hardware, ML, backend, and mobile teams to define architectures, deliver features, validate hardware, and roll out production software. Diagnose remote fleet issues, improve telemetry and observability, and build highly reliable systems that recover from network, power, and component failures.

Own the architecture and technical direction of a production perception system for home security hardware. Build robust computer vision and machine learning pipelines for multi-camera tracking, sensor fusion, inference, and edge deployment. Improve accuracy, latency, reliability, observability, and graceful failure handling across challenging environmental conditions. Lead evaluation infrastructure, field-data feedback loops, system interfaces, technical reviews, and cross-functional collaboration with hardware, cloud, and product teams.