End-to-end UX across cybersecurity platforms, AI-assisted workflows, and global enterprise products. Each project had real consequences — for users, for businesses, and for the teams shipping the product.
Led UX for an AI-powered threat analysis workflow — designing trust, auditability, and analyst control into a model that writes to a live knowledge base. Built for people whose job is to distrust what a system tells them.
Replaced a fragmented entry point with a single operational surface. Validated with 4 enterprise customers across 4 sectors before build.
Restructured the platform's core analytical surface — validated with two Fortune 500 financial institutions before build.
UX for how security leaders understand coverage, gaps, and confidence. The model it established still governs the current platform.
