Todd Underwood is a Director at Google and leads Machine Learning for Site Reliability Engineering and author of the forthcoming book Reliable Machine Learning (O'Reilly, Sept 2022). He is also Site Lead for Google's Pittsburgh office and co-author. ML SRE teams build and scale internal and external ML services and are critical to almost every Product Area at Google.