What I do

• AI Security & System Integrity — red-teaming and exploit research on agent memory, vision encoders, and routing nodes
• Benchmarking databases and query engines, with the experiment published alongside the result
• AI and agent evaluation — what a deployment will cost, and where it will fail
• Teaching and technical enablement
• Data modeling — source systems into structures analysts and models can use