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Photo: Todd Underwood

Todd Underwood

Sr. Engineering Director
Google
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Todd Underwood is a Director at Google and leads Machine Learning for Site Reliability Engineering Director. He is also Site Lead for Google's Pittsburgh office. ML SRE teams build and scale internal and external ML services and are critical to almost every Product Area at Google.

Conference Sessions

TWIMLcon  2021
Delivering a bad model into production/serving is deceptively easy to do. Using a hand analysis of approx 100 incidents, we identify common causes and manifestations of failures, provide some idea for how to measure the potential damage, and propose a set of techniques for detecting problems before they cause damage.