Growth-focused AI

AI that finds revenue your team can't see.

Not another automation play. I build AI-powered systems that connect disparate dots at scale.

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Representational geometry visualization of Gemma 2 9B

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Portfolio

AI Systems

AI Systems

ML Research

A Black Box Made Less Opaque (Part 3)

SAEs on Gemma 2 9B

ML Research

A Black Box Made Less Opaque (Part 2)

Syntax vs Semantics

ML Research

A Black Box Made Less Opaque (Part 1)

Introduction to SAEs

ML Research

Fun

Fun

I'm a 2x co-founder and former BCG consultant who builds AI-powered systems for high-growth companies. My work keeps coming back to one idea: the most valuable signals are hidden in disparate, disconnected data that no single person can hold in their head.

Growth-focused AI means connecting those dots at a scale and speed humans simply can't — from RAG systems and live commerce monitoring to interpretability research that pries open the black box of how models reason.