Web Scale Engineering for Machine Learning with Sharath Rao

800 800 The TWIML AI Podcast (formerly This Week in Machine Learning & Artificial Intelligence)

The show you’re about to listen to features my interview with Sharath Rao, Tech Lead Manager & Machine Learning Engineer at Instacart. I reached out to Sharath about being on the show and was blown away when he replied that not only had he heard about the show, but that he was a fan and an avid listener.

My conversation with Sharath digs into some of the practical lessons and patterns he’s learned by building production-ready, web-scale data products based on machine learning models, including the search and recommendation systems at Instacart. We also spend a few minutes discussing our upcoming TWIML Paper Reading Meetup!

A quick note before we dive in: As is the case with my other field recordings, there’s a bit of unavoidable background noise in this interview. Sorry about that!

About the Wrangle Series

This show is part of our Wrangle Conference series. As I’ve mentioned for the past few weeks, I was in San Francisco for Wrangle–a great conference, brought to you by our friends over at Cloudera. Wrangle is a super fun event. Each year it brings an interesting and diverse community of data scientists to an intimate and informal setting–this year a music venue in SF’s mission district–for great talks on real data science projects and issues, not to mention cowboy hats and BBQ! In this series you will hear from Drew Conway, Sharath Rao and Erin Shellman, 3 of the great speakers that presented talks at Wrangle. Thanks again to our sponsor for the Wrangle Conf series, Cloudera. To learn more about Cloudera and the company’s Data Science Workbench family of products, visit them at cloudera.com. And be sure to tweet to them at @cloudera to thank them for their support of the podcast.

Contest Update

First, I’d like to take a second to give a virtual high-five everyone who entered our latest giveaway, in which two lucky listeners will get a chance to attend the recently re-branded “AI Conference” in San Francisco compliments of This Week in Machine Learning & AI, and our friends over at O’Reilly. This has been our most active giveaway to date, with over 100 of you submitting entries. Just wow! Winners will be posted over at twimlai.com/aisf, and I’ll give them a proper announcement on next week’s show! Also, if you weren’t one of the lucky winners, but are still interested in attending The AI Conference, register using the code PCTWIML for 20% off registration! Links to the conference can be found below!

About Sharath

Mentioned in the Interview

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