Distributional is an enterprise AI testing platform that helps organizations confidently deploy AI by automating deep, statistical testing and providing standardized processes for consistent, actionable insights. Early-stage investor and advisor to the founding team.

CentML is an enterprise AI optimization platform that dramatically reduces LLM training and inference costs while maintaining accuracy, enabling efficient AI model deployment on existing hardware. Early-stage investor and advisor to the founding team.

Roe AI (YC W24) is an AI-powered data warehouse that simplifies data analytics on texts, documents, websites, videos, and more. Early-stage investor and advisor to the founding team.

Spearheaded the zero-to-one development of two cutting-edge AI products: Snowflake Copilot and Cortex Analyst. Snowflake Copilot is an LLM-powered assistant that enhances the workflow of SQL developers and data analysts by streamlining query generation and optimization. Cortex Analyst is designed for business users, allowing them to interact with structured data without needing to write SQL.

Co-founded Myst with a vision to revolutionize forecasting and decision-making in energy, accelerating the adoption of renewable energy. Built and led a talented team to develop a scalable time series MLOps platform, enabling rapid deployment of accurate forecasting models. Successfully negotiated the acquisition by Snowflake, integrating Myst's innovations into Snowflake's ecosystem.

Led the design and development of core machine learning algorithms for Nest, focusing on energy efficiency and smart home capabilities. Enabled key features like Home/Away Assist, contributing to the Nest ecosystem's ability to intelligently manage energy consumption based on user presence.

Developed machine learning algorithms for core features like the building thermal model for the Nest Thermostat, Rush Hour Rewards, and Seasonal Savings, enhancing the product's ability to deliver substantial energy savings and peak demand management for users.