I lead foundational platforms and high-leverage initiatives that power growth across Faire’s marketplace. My work focuses on building reusable systems that unlock experimentation, personalization, and faster iteration across teams.

Key initiatives:

• Knowledge Graph combining public web data and first-party marketplace data to model entities and relationships across both sides of the marketplace

• Conductor, a content management and delivery platform powering dynamic marketing messages across web and mobile

• Introduced contextual multi-armed bandits to replace static experimentation, increasing learning velocity and enabling more personalized user experiences

• Interim CTO of alvee during the Founder/CEO's parental leave.

• Advise Portfolio companies and consult on Software Engineering and Data Science team creation and best practices.

• Scout for Pre Series-A Healthcare startups: I scouted Epitel (now a Series B company) and Peer Collective.

Worked across Search Ads, YouTube Music, Google Fiber, and Google Apps SRE on large-scale, user-facing and infrastructure systems.

At Google, I focused on building high-impact platforms at scale:

• Designed and launched low-latency, high-QPS forecasting systems supporting hundreds of millions in monthly Google Ads spend

• Led a cross-org metrics standardization effort across 12+ teams, shaping OKRs, headcount planning, and revenue strategy

• Improved ML language-detection accuracy for YouTube Music by incorporating domain-specific metadata, improving international user experience

• Built reliability and diagnostics platforms, including a real-time Knowledge Graph for network troubleshooting and a canary analysis system to catch regressions before launch

This role gave me deep experience operating systems at Google scale, working cross-functionally, and balancing product velocity with reliability.

Developed Layer 2 Overlay protocols for devices used in the Service provider and Data Center domains.