Teams at Mach Industries

Develop, optimize, and maintain mission-critical real-time software for autonomous defense systems using Python, Rust, and C/C++. Integrate with hardware, ensure low-latency embedded performance, apply secure coding, use CI/CD/DevOps, and support automated testing in an agile environment on-site in San Francisco.

Design, train, and deploy real-time vision and multi-sensor perception systems for autonomous defense platforms. Build detection/segmentation/tracking models, data pipelines, optimization for embedded inference, fusion with auxiliary sensors, testing/validation in simulation and flight, and instrument drift/health monitoring.

Design, implement, and deploy autonomy software across perception, localization, sensor fusion, navigation, planning, and embedded inference. Work from prototype through simulation, HITL, flight test, and deployment, collaborating with hardware, sensing, and ML teams. Develop evaluation pipelines, metrics, and tooling; optimize for real-time embedded compute under SWaP and latency constraints; design for degraded operation, fault detection, and uncertainty-aware decision-making.