Independent research node onlineDetroit area / open workbench / 2026
Chuck Gamburd / Applied AI Systems Designer
Open-source AI research,built into systems.
I turn messy, real-world problems into working software, research protocols, agent infrastructure, and tools with visible evidence. The work spans AI, vehicle interfaces, field service, markets, generative geometry, and the systems connecting them.
A phone-first cyberdeck environment for a 2016 Silverado: one canonical state graph, modular adapters, local knowledge, Neuron retrieval, an app bridge, and deliberately gated vehicle-facing integrations.
Active · v0.5.0 live-test artifact
The Web Deck debug build follows a verified v0.4 App Bridge foundation with scoped discovery, SQLite v4 persistence, offline tests, emulator proof, and no broad package or network permissions.
KotlinAndroidSQLiteLocal-firstSafety gates
Generative geometry / MCP
TurtlePen
An integer-exact lattice for AI-authored diagrams: measurement before placement, whole-quadrant geometry, and severity-ranked collision findings instead of silent resizing.
Open source · active prototype
424 tests, 39 MCP tools, zero runtime dependencies, and a pure core separated from the local stdio transport and viewer.
A desktop trading desk that brings market discovery, stock detail, journaling, AI-assisted analysis, capture, OCR, speech, visual reading, and backtesting into one operating surface.
Active · v2.0.9
Electron 39, React 19, TypeScript, a Python sidecar, and SQLite power a dense workstation built around decisions rather than disconnected widgets.
ElectronReactPythonSQLiteMarket data
Research field map
One practice. Multiple realities.
Research is organized by problem domain, but the method stays consistent: identify the real constraint, make the boundary explicit, build a testable structure, and keep the evidence.