SBTB 2023: Emmanuel Turlay, How to make ML teams 80% more productive.

ai.bythebay.io Nov 2025, Oakland, full-stack AI conference How to make ML teams 80% more productive: table stakes features for ML platforms. Today the vast majority of ML projects never make it to production. To blame (in parts) is the wide gap between the complexity of cloud infrastructure and the skills of the ML workforce. We will discuss how we solved this problem at Cruise (SF robotaxis) and what areas all ML platforms should cover to enable their users to do their best ML work at breakneck speed. More details available here: https://www.scale.bythebay.io/post/emmanuel-turlay-how-to-make-ml-teams-80-more-productive-table-stakes-features-for-ml-platforms