psychology
HOW I WORK 01
Start with behavior
I ask why users behave as they do before accepting a feature request or opening the dashboard. Then I use research and data to test the explanation.
query_stats
HOW I WORK 02
Turn evidence into a decision
Analysis is useful only when it changes what the team builds, how it measures success, or what it chooses not to pursue.
schema
HOW I WORK 03
Design the whole system
I connect data, rules, workflows, interfaces, and operating constraints so the product works beyond a single feature or launch.
groups
HOW I WORK 04
Build across functions
I work across business, operations, design, data, and engineering to resolve tradeoffs and create shared ownership of the outcome.