I cofounded Saywhat alongside Will McTighe to make it easier to build businesses through the power of social networking.

I founded MonkeySee to make it easier to test and automate webapps. We're using the latest language modeling and computer vision to understand HTML and act on it.

I was at Globality for just over five years. I built up most of their initial ML platform (years 1-3) and then focused on growing their team into the organization it is today (years 3-5). Our focus was building the world's most extensive network of professional service suppliers using web crawling, information extraction, and NLP.

I make small seed-sized investments in promising deep tech startups. I also advise companies on engineering architecture and AI strategy.

At Founders Circle Capital, I wrote an ML prioritization pipeline for their prospects so they could focus on the highest likelihood leads.

I studied at Stanford University. My core research was on predictive time series data (for wearable sensors) and multimodal models for language modeling and vision understanding. I worked a lot with early transformers.