Engineering for Applied ML

apply(conf) - May '22 - 10 minutes

Applied ML consists of ML algorithms at its core and engineering systems around it. For over a decade as an applied ML practitioner, I have built a number of such engineering systems to help unlock the full potential of ML in a variety of problem domains. This talk is about my learnings in building those systems and patterns that I’ve found to work well across applications.


Yuchen Wu

VP Engineering

Instacart

Yuchen is VP of Engineering at Instacart for Marketplace. He leads routing, matching, pricing, incentives, earnings and broader technology innovations that power the growth of Instacart Marketplace. Before Instacart, Yuchen was Engineering Director at Google, where he led ML/AI/Product/Infra teams responsible for ads systems.