UX architecture, design systems, and product strategy for high-complexity enterprise systems. I've built UX functions from zero and shipped to millions.
Production React, JSX, HTML5, CSS3, JavaScript. My prototypes are the product. Teams I've worked with cut development rework by 30%.
Invented B-TFAL — a deterministic framework that makes black-box AI auditable. Patent pending, built for EU AI Act and Colorado AI Act compliance.
Behavioral Temporal Feature Attribution Lattice — a deterministic protocol that stress-tests black-box AI decisions and produces regulator-grade confidence artifacts. Without model internals.
Zero variance under identical inputs. No stochastic sampling. Audit trails that hold up.
No access to weights or gradients. Any model, any architecture. O(n) runtime.
Built for EU AI Act (Aug 2026) and Colorado AI Act (Jun 2026). Machine-verifiable outputs.
Enterprise UX and production React engineering across device fleet management, beta testing operations, and AI-powered automation — serving millions of customers and tens of thousands of internal users.
AI-assisted system that evaluates how decisions are structured — three scoring engines, cognitive bias detection, structured decision output. Production JavaScript, not a UI wrapper.
Founded and led UX from zero. Built design systems, dashboards, and research frameworks for an autonomous security testing platform serving enterprise and Department of Defense customers.
Led research across three ML-powered fraud detection products for global financial institutions. Cut investigation time from days to hours.
Exploring B-TFAL for your AI compliance roadmap, or looking for a design and engineering leader who ships production code.