Work

Systems for consequential decisions.

What I’m building now, what came before, and the principles that connect the two.

Current work

The attribution layer for AI

Venturi resolves who owns AI spend and where adoption is taking hold.

Venturi connects fragmented AI evidence into a decision-ready attribution graph.

Designed and built Venturi’s current platform and data architecture

Selected experience

Built global utility-billing platform; processed $2.5B+ and enabled $357M in savings in its first year
Built greenhouse-gas accounting infrastructure—the same challenge Venturi solves for AI spend

Led Shield Platform Encryption; Agentforce product leadership ($1.2B ARR, Q1 FY27)

Chief of Staff to Security VP for first U.S. city launch of driverless ride-hailing

Education

MS, AI & Machine Learning for Engineering, UW · MS, Cybersecurity Engineering, UW · MSc, Oxford · BA, Pitzer College

I look for the structure inside ambiguous problems.

I put security, evidence, and ownership into the system early.

I stay close enough to implementation to see what survives contact with reality.