Engineering for Applied ML

Posted May 03, 2022 | Views 995

# Organization and Processes

# Systems and Architecture

SPEAKER

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.

+ Read More

SUMMARY

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.

+ Read More

Watch More

37:05

apply(recsys) Conference 2022 | Crawl, walk, run: a practical intro to applied recommender systems

Posted Dec 12, 2022 | Views 503

# apply(recsys) 2022

# Systems and Architecture

# Production Use Case

Feature Engineering at Scale with Dagger and Feast

Posted Apr 12, 2022 | Views 737

# Data engineering

# Feature Stores

# Open Source

# Production Use Case

# Systems and Architecture

Data Engineering Isn't Like Software Engineering

Posted Jan 04, 2022 | Views 336

# Organization and Processes