How I Think About Product

These are stories from my career that show how I approach problems: understanding users, navigating constraints, aligning teams, and shipping things that work.

Case Studies

Teams Live Events

Scaling enterprise broadcasting to 20 million users

I built Microsoft Teams Live Events from zero to 20 million users, including unifying three competing teams, solving a hard scaling constraint creatively, building a quality program from scratch, and leading the wartime response during COVID.

Read the case study →


Snapchat Context Cards

Surfacing context without requiring a search

I joined Snapchat through the Vurb acquisition and shipped Context Cards and Location Filters to 200 million users, integrating third-party data to surface context without requiring a search query.

Read the case study →


Platformization at Segment

Turning a product suite into extensible infrastructure

I led the platform strategy for Segment's customer data infrastructure, defining platform boundaries, building the case for investment, driving API-first adoption, and restructuring three platform teams around shared capabilities.

Read the case study →