3x founder, 2 exits via acquisition, 3 US patents in AI systems. I build agentic systems where reliability and UX matter as much as the model—from scaling ProAI through acquisition to running autonomous agents on edge hardware. Currently focused on agent-first product design: why ad-hoc route planning beats rigid graph workflows, and what it takes to ship AI that actually works for users.
WRITING
We staffed our product team with people who don't exist—five customers, a PM, a designer, an analyst—and let them argue until the software got better.
Five controlled experiments on whether agents can improve their own behavior through simulation—and what's doing the work when they do.
Why the guardrails we built to make agents safe are now the things making them dumb.
A quantitative analysis of why 95% of AI pilots fail.
Why true agentic efficiency requires abandoning human workflows.
PROJECTS
- US Patent PendingSystem that generates competitive strategy documents from market data using multi-step LLM reasoning.
- US Patent PendingAutomated market research utilizing a plurality of linked AI agents for comprehensive industry analysis.
- Systems for Policy-Driven Control of Multi-Modal Generative MediaUS Patent PendingSystem for cross-platform brand adherence for generative media.