Projects

Compiler for physical products - natural language to manufacturable PCB, enclosure, and firmware using constrained AI generation

Pure Go BERT-family transformer inference. Loads HuggingFace safetensors directly — no CGO, no ONNX, no Python.

Pure Go vector similarity search. Brute-force and HNSW nearest-neighbour search with zero dependencies.

Pokédex for real zoo animals - AI-powered collection game that turns zoo visits into adventures with Gemini vision identification

DOOM in OpenSCAD at 10-20 FPS - real-time 3D rendering in a parametric CAD tool using the Manifold geometry kernel

Running DOOM on PCB traces - vector-based rendering of the classic 1993 shooter using KiCad's PCB editor at 10-25 FPS

DOOM on an oscilloscope via sound card - using a MacBook's headphone jack as a dual-channel DAC to drive vector graphics at 4-8 Hz

Thingiverse, but for KiCad subcircuits.

Token-Optimised KiCad Notation - 92% token reduction format for LLM circuit generation, with benchmark suite and model comparison

Kotlin Android app project for HIT Impact V1 traumatic brain injury sensors

MCP documentation server for embedded developers. Ingests PDF RMs, extracts register definitions, and provides fast semantic search with minimal token usage.

Hosted multi-tenant search platform for embedded systems documentation. Web app, REST API, and MCP plugins for team-wide access to indexed reference manuals.

Home Assistant integration for MQTT-based duration triggers

Tool for reducing LLM token count from Kicad SCH files, to allow for automated documentation

Discord Communication bot for Claude Code, VS Code integration

AI-powered chat application. Developed for the T3 Cloneathon. DB currently inactive, demos available in repo.

Web-based frontend for CLI tools & LLM web services with real-time streaming

Engine Simulator, using physics calculations, currently set up for diesel 6cyl

One and Done, Vibe Coded system for validating fuel injector performance. Arduino and Webserial.