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The Evolution of Machine Learning Platforms at Facebook

ML has several applications for businesses, but Meta – the world’s largest social network – is implementing it in nearly every part of its platform. Their internal ML platform FBLearner Flow is able to personalize news feeds, rank search results, filter out offensive content, and much more, and has become one of Meta’s most widely used platforms. Joined by Aditya Kalro, a Senior Software Engineering Manager at Facebook, we explored exactly how the platform has grown over the last few years and what insights he's gained and lessons he's learned from his experiences working on various elements of the platform.