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Embedded systems, AI & open-source hardware
AI & ML interests
Fine-tuned LLMs for embedded systems — ESP32, STM32, KiCad, SPICE, PlatformIO, TinyML, DSP, EMC. Building Kill_LIFE (spec-first agentic methodology) and Mascarade (multi-machine LLM orchestration). Open-source hardware meets AI.