Notes on data and AI

I design and build at the intersection of business and IT to make enterprise AI systems trustworthy. My focus is the knowledge layer: using ontologies and knowledge graphs to make business meaning explicit and checkable. This ensures autonomous systems are verifiable, auditable, and grounded in governed data. I help organizations achieve this by starting small while thinking big.