Ernest ChaninTowards Data ScienceServe hundreds to thousands of ML models — architectures from industryLearn about ML serving platforms that serve hundreds to thousands of models.9 min read·Jan 13, 2022--2--2
Ernest ChaninTowards Data ScienceSnorkel in the wild — weak supervision at Google, Intel, Apple and IBMA synthesis of how Snorkel is used in industry.14 min read·Aug 2, 2021----
Ernest ChaninTowards Data ScienceLessons on ML Platforms — from Netflix, DoorDash, Spotify, and moreML platform patterns, tools, and unique capabilities, from eleven large tech companies.12 min read·May 12, 2021--5--5
Ernest ChaninTowards Data SciencePaper Highlights-Challenges in Deploying Machine Learning: a Survey of Case StudiesProduction ML is hard. This paper better prepares us for deploying ML models by discussing challenges we might face.8 min read·Feb 28, 2021--1--1