Visual programming work for hardware, robotics, and AI systems, including live robot-control demos where users can see the logic before the machine moves.

Client work across semantic search, transcription, robotics integrations, and applied AI systems.

Research on Minecraft as a reinforcement-learning environment for open-ended tasks, with attention to setup friction, teaching value, and hardware limits.