I advise clients on ML and data architecture, compose documents and presentations in support of fundraising efforts, and implement ML systems from the ground up. Areas of specialization: org design and hiring, full-stack LLM-driven applications, GNNs, systems architecture

Centari is building the future of information management for legal teams.

Learning from the best in the biz at South Park Commons.

I managed the team of full stack data science and ML ICs on the Business Solutions pillar, who support the Ads and SMB product groups.In this role, I worked on ad system design, ad ranking, customer lifecycle modeling, price discovery, experimentation platform design, tracking system architecture, and much more. I also helped engineer the hiring, leveling, and training processes for the AI organization.

At Facebook, I worked auction design and analysis, specifically for dynamic ads products such as multi-location and product listing ads. In addition to technical analysis, we led consultation sessions on auction dynamics to Facebook's highest value customers.

SMB Measurements team: I helped lead a team of engineers in the rebuilding of fundamental data infrastructure for the SMB product, replacing old workflows with a new one based on open source tools, including Airflow, Hive, and Spark, and a new logging library. SMB Jobs Models team:I helped lead a team of engineers and data scientists in the creation of new tools for deploying model pipelines from Spark or other ML libraries, and led the integration of business-critical models into Indeed's most important account-creation funnel.

I served as tech lead for the Jobs Models team on the SMB product. Aspects of my work include: -Leading a team of 3 engineers and 4 data scientists-Interviewing, onboarding, and training new engineers and data scientists-Embedding statistical and machine learning models in a low-latency web application.-Designing machine learning solutions for forecasting and recommendation and working with my team to build those tools.

I worked in between Indeed's product engineering groups and online marketing group. Aspects of my work included:-Conducting impact analysis of online and offline marketing campaigns-Designing and building out prototypes of data-driven features for use in marketing and up-sell, including a tool to predict job performance and another tool to recommend budgets

BNEF is a global leader in information services for the cleantech industry, providing news, market analysis, and consulting service.I studied China’s wind power industry, developed data-driven research reports for BNEF’s more-than 500 clients, and personally assisted dozens of individual clients in managing and understanding their multi-million dollar relationships with Chinese suppliers and customers.

Azure International is a China-based company focused on strategic consulting and analysis of China’s cleantech sector. I oversaw hundreds of pages of research on China’s wind power industry, and developed models of supply networks and production capacity, providing industry leaders such as Vestas and Bosch with cutting edge analysis of market dynamics.

I worked with legal, academic, and scientific texts. Translated for NRDC, the Ford Foundation, Brill Press, and many other clients.