Able to take ideas from cutting-edge robotics research and turn them into robust capabilities on compute-constrained edge hardware, with experience on embedded Linux and SoCs such as Qualcomm Snapdragon or NVIDIA Jetson, including profiling and optimization using GPU, or DSP acceleration to meet real-time performance, latency, memory, power, and compute constraints. Build and improve simulation, log replay, automated testing, regression benchmarks, telemetry, CI/CD, deployment, and fleet diagnostics to support reliable autonomy across a growing fleet and multiple hardware configurations.