Led overall architecture and design for integrating MetricFlow into dbt's cloud product offering, charting a path to making MetricFlow the engine behind dbt's semantic layer within 6 months of the Transform acquisition. Removed MetricFlow's reliance on embedded database connections to enable integration with dbt's query runtimes.

Collaborated with a small team to build and ship dbt's cost management product, from architecture and design through implementation and deployment. Designed and built the data transformation and metric computation logic powering the core product experience.

Partnered with Transform's technical co-founder to design, build, and deploy MetricFlow, the core technology powering Transform's semantic layer and metric query product.

Established the technical roadmap for MetricFlow based on direct customer engagement and collaboration with product leads.

Onboarded additional team members into the codebase and coordinated our efforts to accelerate feature delivery.

Led architecture and design and engaged directly with implementation and code review of most major features.

Developed long term vision and technical and architectural direction for the Logging Infrastructure team.

Served as the team's external privacy lead, working to build alignment across multiple teams for a critical privacy initiative.

Built core components for privacy and automated data deletion systems while providing technical direction across the team’s projects via design and code review.

Managed a team of 8 engineers spanning 3 projects.

Developed 2 junior engineers into successful project leads.

Oversaw multiple internal projects which delivered substantive improvements, including

a 98% reduction in preventable user errors.

Designed and built Facebook's core analytics data logging framework.

Designed and implemented a mobile client event detection and logging framework for measuring time spent on Facebook's iOS properties.

Built critical components of a system for anonymizing user identifiable information in Facebook's Data Warehouse and coordinated the initial rollout and anonymization effort.