#2: Deep Learning based Recommender Systems with Even Oldridge

Recsperts - Recommender Systems Experts

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3+ y ago 50:07

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In episode two I am joined by Even Oldridge, Senior Manager at NVIDIA, who is leading the Merlin Team. These people are working on an open-source framework for building large-scale deep learning recommender systems and have already won numerous RecSys competitions.

We talk about the relevance and impact of deep learning applied to recommender systems as well as the challenges and pitfalls of deep learning based recommender systems. We briefly touch on Even's early data science contributions at PlentyOfFish, a Canadian online-dating platform. Starting with personalized recommendations of people to people he transitioned to realtor, a real-estate marketplace. From the potentially biggest social decision in life to the probably biggest financial decision in life he has really been involved with recommender systems at the extremes. At NVIDIA - to which he refers as the one company that works with all the other AI companies - he pushes for Merlin as large-scale, accessible and efficient platform for developing and deploying recommender systems on GPUs.
This brought him also closer to the community which he served as industry Co-Chair at RecSys in 2021 as well as to winning multiple RecSys competitions with his team in the recent years.

Enjoy this enriching episode of RECSPERTS - Recommender Systems Experts.

Links from this Episode:

Even Oldridge on LinkedIn and Twitter
NVIDIA Merlin
NVIDIA Merlin at GitHub
Even's upcoming Talk at GTC 2021: Building and Deploying Recommender Systems Quickly and Easily with NVIDIA Merlin
PlentyOfFish, realtor
fast.ai
Twitter RecSys Challenge 2021
Recommending music on Spotify with Deep Learning

Papers

General Links:

Follow me on Twitter: https://twitter.com/LivesInAnalogia
Send me your comments, questions and suggestions to [email protected]
Podcast Website: https://www.recsperts.com/

29 episodes

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