What I do
On-device by default
VOICE
Local voice agents
Speech in, action out. ASR, an LLM agent loop, and TTS running on a single edge module with no round-trip to the cloud.
SENSING
Telemetry & fusion
Reading real hardware (power systems, GPS, cameras) and turning noisy signals into something a person can act on.
SYSTEMS
Whole systems
From the driver layer to the web UI: testable, lightweight builds that survive flaky power and patchy connectivity.
Featured
The Smart Van
A bespoke edge-AI control system on a Jetson Orin Nano. Local voice control, live Victron power telemetry, GPS and location, 4G with data-usage tracking, a camera, lights, and SMS, all running on-device with no cloud in the loop. The demo below is the real dashboard running on simulated data.