Mar 15–18, 2020

Sourav Dey
CTO, Manifold

Sourav Dey is CTO at Manifold, an artificial intelligence engineering services firm with offices in Boston and Silicon Valley. Previously, Sourav led teams building data products across the technology stack, from smart thermostats and security cams at Google Nest to power grid forecasting at AutoGrid to wireless communication chips at Qualcomm. He holds patents for his work, has been published in several IEEE journals, and has won numerous awards. He holds PhD, MS, and BS degrees in electrical engineering and computer science from MIT.

Sessions

9:00am–12:30pm Monday, March 16, 2020

Location: LL21 C

Efficient ML engineering: Tools and best practices

AI, Data Science and Machine Learning

Secondary topics: Deep dive into specific tools, platforms, or frameworks

Sourav Dey (Manifold), Alex Ng (Manifold)

Today, ML engineers are working at the intersection of data science and software engineering—that is, MLOps. Sourav Dey and Alex Ng highlight the six steps of the Lean AI process and explain how it helps ML engineers work as an integrated part of development and production teams. You'll go hands-on using real-world data so you can get up and running seamlessly. Read more.