Current work
From spatial worlds to everyday context.
I work across interfaces, model integrations, persistent state, and the hardware behind them. Here’s what I’ve been building.
Matrix · Latest workA persistent world you can create with AI.
Matrix connects a Three.js/WebXR world to Codex, procedural creation, and Blender asset workflows. Use voice or text to create and change a scene, review the result, and keep refining it from desktop, VR, or AR.
v1.1 adds precise support-surface placement points, active-turn steering, and controls for moving a whole layout relative to a measured room. A separate PC-hosted AI Citizens prototype explores routines, needs, memory, and bounded interactions.
v1.1 released September 29, 2026. Local services require setup; v1.2 work is in progress.
Three.jsWebXRTypeScriptPythonBlender
Marinara · Interactive storytellingA working path from roleplay to animation.
I implemented a MiniMax H3 / ComfyUI flow that turns roleplay narration into a storyboard, grounds characters with their sheets and personas, grounds locations with World Maps artwork, generates keyframes, and animates the resulting shots.
The tested flow produced a multi-shot clip with synchronized motion and audio. I also contributed World Maps, shared artwork, agent capability APIs, and recovery paths for persistent story state.
TypeScriptReactComfyUIMiniMax H3
Manfred · Wearable AIDaily audio, live voice, and visual context.
An Android/Flutter companion and Python services for wearable audio, transcription, search, and visual context. Manfred connects Omi audio and E09 smart glasses to a personal knowledge workflow.
Prototype: voice through the glasses works. Experimental photo capture and delivery still need reliability work.
Demerzel · Local AI operationsKnowledge, briefs, and the machines behind the models.
Demerzel combines daily AI briefs, LLM wiki ingestion from conversations, and management of my local AI machines. Fleet tools monitor supported services, start and stop workloads, and prevent jobs from competing for the same GPU.
Hardware includes an AMD Radeon AI PRO R9700, a dual RTX 3060 system, and a single RTX 3060 system.
Engineering focusBuild and test the full loop.
I work across interfaces, model integrations, persistent state, local infrastructure, and automated validation. The interesting problems are often the connections between those layers.
