STAFF USER RESEARCHER · STRATEGIC RESEARCH · NHI & AGENTIC AI
I design research programs that answer the next strategic decision and solve meaningful, difficult problems — continuously listening to customers, with an operating model that lets teams move on the tactical work.
IBM Security · 12 years experience
Selected workSELECTED WORK
Customer-defined problem space → top Security priority. Still unfolding with C-suite.
Enterprise chatbot authoring under COVID pressure. Non-engineers at scale; permanent role funded.
Stopped a release on the wrong behavioral model. ~$20M miss avoided.
Shipped blind. Adoption collapse. Research grounded the whole approach.