Emmanuel Ameisen - On production ML at Stripe scale, leading 100+ ML projects, iterating fast, and much more - #11

Emmanuel Ameisen


Emmanuel Ameisen is a Machine Learning Engineer at Stripe. Recently, Emmanuel led Insight Data Science’s AI program where he oversaw more than a hundred machine learning projects. He previously implemented and deployed predictive analytics and machine learning solutions for Local Motion and Zipcar. Emmanuel holds graduate degrees in artificial intelligence, computer engineering, and management from three of France’s top schools.

Show Notes

Having led 100+ ML projects at Insight and built ML systems at Stripe scale, Emmanuel joins the show to chat about how to build useful ML products and what happens next when the model is in production. Throughout the conversation, Manu shares stories and advice on topics like the common mistakes people make when starting a new ML project, what’s similar and different about the lifecycle of ML systems compared to traditional software, and writing a technical book.

Music Credits

Vlad Gluschenko — Forest
License: Creative Commons Attribution 3.0
Unported: https://creativecommons.org/licenses/by/3.0/deed.en

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