I turn complicated ideas into practical systems.
I help organizations turn ambiguous business problems into working software, data, and AI solutions — across discovery, architecture, prototyping, and delivery. I care less about what technology could theoretically do, and more about building something that works in the real world.
THE THROUGH-LINE
HOW THE WORK CONNECTSAn unclear or evolving problem.
Shaped into something buildable.
Tangible enough to test.
Proven with real users.
Operable, supportable, owned.
WHAT I DO
ALL SERVICESDiscovery & prototyping
Find where AI genuinely adds value, then build a tangible version fast — so stakeholders can decide with something real, not a slide.
Solution architecture
Design the whole system — application, data, AI, identity, networking, security — not just the model. Modernize without discarding what works.
Prototype-to-production
Take an experiment and add the controls, reliability, and delivery path it needs to be operated and adopted responsibly.
SELECTED PROJECTS
ALL SIDE PROJECTSEnterprise-Style AI Assistant
Semantic + vector search over knowledge sources, built with the full production envelope — identity, networking, ops.
RFP Response Intelligence
Ingests RFPs, reuses organizational knowledge, and drafts traceable responses — with humans owning the output.
7 Degrees
Turns every hallway chat and business card into shared, AI-organized relationship memory for BD teams.
AI is most valuable exactly where deterministic software struggles — language, judgment, incomplete context. The real craft is knowing where to use it, and where not to.
READ THE FULL APPROACH trending_flatHave a problem that crosses boundaries?
Business and technology, prototype and production, innovation and enterprise reality — that space is where I'm most useful.