Products and systems I've built, and the frameworks I've designed to build them well.
Products and systems I've designed and shipped.
Parent-controlled video curation
KidQueue is a parent-first app that replaces algorithmic autoplay with an intentional, hand-picked library. Parents choose exactly what their kids can watch and
Safety by curation, not moderation
The platform as an intelligent backend
Exposing the merchandising platform as an intelligent backend — an MCP + skills layer — so enterprise AI assistants can drive merchandising decisions in natural
Merchandising decisions in natural language
Operating frameworks and processes I've designed and run at scale.
Continuous merge, controlled client releases
Feature-flag-gated continuous merge paired with controlled monthly client releases — two clocks running at different speeds so engineering never blocks on relea
Eliminated pod blocking & unsafe rollbacks
One lens to align focus across teams
A prioritization framework I created to align focus across all six products and remove urgent-critical churn — ranking work by the return it earns on the team's
Urgent-critical asks → 0 per sprint
Adversarial reasoning framework
GAN Thinking Mode is a reasoning framework I built in Notion that stress-tests every idea before it ships. A "generator" proposes, a "discriminator" attacks, an
Kills weak ideas before they ship