Case studies in product design & leadership.
Lixor
An AI-native inventory platform for bars and restaurants: native iOS and Android apps with a live web dashboard. Arrange your bottles once, then take inventory every time by just walking and talking. Designed and built 0→1.
Vessor
An AI-native operating system for resale shops that sell one-of-a-kind items. AI photo and voice intake, cross-listing to every marketplace, consignor payouts, live-comp pricing, and POS sync, in one tool. Never sell the same piece twice. Designed and built 0→1.
AI Customer Success Agent
An autonomous Customer Success agent: triage, renewal-risk, and outreach with a human in the loop. The demo that makes agentic AI believable.
HACKI: an AI security assistant
A conversational AI assistant that turns overwhelming vulnerability data into plain answers, in any language, built inside HackerOne's enterprise platform.
Customer Archetypes
Five research-grounded archetypes that realigned HackerOne's product roadmap around how security people actually work.
Design Principles
The design principles that unified an inconsistent product and gave every team a shared bar for quality.





