At my independent practice, I embed with clients to understand how their operations really work, model their domain as an ontology and knowledge graph, and deploy agents grounded in that model. I aim to land on a decision the client acts on, and I run AI training for technical and non-technical teams.
At Celeri Group, I was the sole developer on Odyssey, a map-based tool for investors assessing transport routes in Kenya. I delivered a working demo and investor pack, and designed a 22-record-type data model that tracks where each value came from.
At Revlog, I own the technical side of the battery collection and recycling business. I built CycleTrack, a custody record for batteries, and a public collection portal; at AXI Mobility, I work across design and engineering, including an AI fleet assistant with actions for a person to approve.

