Applied AI engineer, founder of Tychon AI. I direct coding agents to build software for space and quantum-sensing hardware, and I check what they produce.
tychon-quantum-sensing is the one to read. It holds a physics simulator, an INT8 edge model, and PID plus neural-network control on a PolarFire SoC FPGA, built with orchestrated agents and checked by local LLM critics. Start with the three engineering decisions: a baseline corrected after a dead-peak-detector review, a watchdog fix measured on the board, and a loss ablation across three seeds.
Earlier work includes a star tracker and a spectrum-monitor classifier sized for an FPGA.
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