Hien Luu's guest appearances

Hien Luu

The InfoQ Podcast

MLOps.community 

OwlTail

Live from the venue of the QCon London Conference, we are talking with Hien Luu, head of ML Platform at DoorDash. In this podcast, Hien discusses the main principles and strategies that DoorDash uses to scale and evolve MLOps, as well as some tips for those who want to get started with MLOps.Read a transcript of this interview:  https://bit.ly/3pkOiFLSubscribe to the Software Architects’ Newsletter [monthly]: https://www.infoq.com/software-architects-newsletter/?utm_source=soundcloud&amp;utm_medium=podcast&amp;utm_campaign=architectnl Upcoming Events:QCon New Yorkhttps://qconnewyork.com/?utm_source=soundcloud&amp;utm_medium=podcast&amp;utm_campaign=qny23 June 13-15, 2023QCon San Francisco:https://qconsf.com/?utm_source=soundcloud&amp;utm_medium=podcast&amp;utm_campaign=qsf23 Oct 2-6, 2023Follow InfoQ:- Mastodon: https://techhub.social/@infoq - Twitter: twitter.com/InfoQ- LinkedIn: www.linkedin.com/company/infoq- Facebook: bit.ly/2jmlyG8- Instagram: @infoqdotcom- Youtube: www.youtube.com/infoqWrite for InfoQ- Join a community of experts.- Increase your visibility.- Grow your career.https://www.infoq.com/write-for-infoq/?utm_source=soundcloud&amp;utm_medium=podcast&amp;utm_campaign=writeforinfoq

Live from the venue of the QCon London Conference, we are talking with Hien Luu, head of ML Platform at DoorDash. In this podcast, Hien discusses the main principles and strategies that DoorDash uses to scale and evolve MLOps, as well as some tips for those who want to get started with MLOps. Read a transcript of this interview: <a href="https://bit.ly/3pkOiFL" rel="nofollow" target="_blank">https://bit.ly/3pkOiFL</a> Subscribe to the Software Architects’ Newsletter [monthly]: <a href="https://www.infoq.com/software-architects-newsletter/?utm_source=soundcloud&amp;utm_medium=podcast&amp;utm_campaign=architectnl" rel="nofollow" target="_blank">https://www.infoq.com/software-architects-newsletter/?utm_source=soundcloud&amp;utm_medium=podcast&amp;utm_campaign=architectnl</a> Upcoming Events: QCon New York <a href="https://qconnewyork.com/?utm_source=soundcloud&amp;utm_medium=podcast&amp;utm_campaign=qny23" rel="nofollow" target="_blank">https://qconnewyork.com/?utm_source=soundcloud&amp;utm_medium=podcast&amp;utm_campaign=qny23</a> June 13-15, 2023 QCon San Francisco: <a href="https://qconsf.com/?utm_source=soundcloud&amp;utm_medium=podcast&amp;utm_campaign=qsf23" rel="nofollow" target="_blank">https://qconsf.com/?utm_source=soundcloud&amp;utm_medium=podcast&amp;utm_campaign=qsf23</a> Oct 2-6, 2023 Follow InfoQ: - Mastodon: https://techhub.social/@infoq - Twitter: <a href="http://twitter.com/InfoQ" rel="nofollow" target="_blank">twitter.com/InfoQ</a> - LinkedIn: <a href="http://www.linkedin.com/company/infoq" rel="nofollow" target="_blank">www.linkedin.com/company/infoq</a> - Facebook: <a href="http://bit.ly/2jmlyG8" rel="nofollow" target="_blank">bit.ly/2jmlyG8</a> - Instagram: @infoqdotcom - Youtube: <a href="http://www.youtube.com/infoq" rel="nofollow" target="_blank">www.youtube.com/infoq</a> Write for InfoQ - Join a community of experts. - Increase your visibility. - Grow your career. <a href="https://www.infoq.com/write-for-infoq/?utm_source=soundcloud&amp;utm_medium=podcast&amp;utm_campaign=writeforinfoq" rel="nofollow" target="_blank">https://www.infoq.com/write-for-infoq/?utm_source=soundcloud&amp;utm_medium=podcast&amp;utm_campaign=writeforinfoq</a>

Hien Luu on ML Principles at DoorDash

MLOps Coffee Sessions #119 with Hien Luu, Sr. Engineering Manager of DoorDash, MLOps at DoorDash: 3 Principles for Building an ML Platform That Will Sustain Hypergrowth co-hosted by Skylar Payne.  // Abstract  Machine Learning plays a big part at DoorDash in terms of what they do on a daily basis. It powers many of their core infrastructures.    When it comes to DoorDash's business, they have to be leveraging machine learning and it is such a huge piece of the business that it is critical.  // Bio  Hien Luu is an Engineering Manager at DoorDash, leading the Machine Learning platform team at DoorDash. He is particularly passionate about the intersection between Artificial Intelligence and Big Data. He is the author of the Beginning Apache Spark 3 book.  He has given presentations at various conferences like Data+AI Summit, MLOps World, Deep Learning Summit, and apply() conference.  // MLOps Jobs board   https://mlops.pallet.xyz/jobs   MLOps Swag/Merch  https://mlops-community.myshopify.com/  // Related Links  engineering.linkedin.com/hadoop/user-engagement-powered-apache-pig-and-hadoop  * https://doordash.engineering/2020/07/20/enabling-efficient-machine-learning-model-serving/  * https://doordash.engineering/2020/11/19/building-a-gigascale-ml-feature-store-with-redis/  * https://doordash.engineering/2021/03/04/building-a-declarative-real-time-feature-engineering-framework/  * https://doordash.engineering/2021/05/20/monitor-machine-learning-model-drift/  * https://doordash.engineering/2021/01/26/computational-graph-machine-learning-ensemble-model-support/  --------------- ✌️Connect With Us ✌️ -------------  Join our slack community: https://go.mlops.community/slack Follow us on Twitter: @mlopscommunity  Sign up for the next meetup: https://go.mlops.community/register Catch all episodes, blogs, newsletters, and more: https://mlops.community/  Connect with Demetrios on LinkedIn: https://www.linkedin.com/in/dpbrinkm/ Connect with Skylar on LinkedIn: https://www.linkedin.com/in/skylar-payne-766a1988/ Connect with Hien on LinkedIn: https://www.linkedin.com/in/hienluu/  Timestamps:  [00:00] Introduction of DoorDash team  [01:58] Overview of DoorDash  [03:32] DoorDash's platform  [13:23] Experimenting and testing new models  [15:15] Experience transferring  [17:16] Effective engagement with customers  [24:15] Team sizes  [25:37] Metrics  [33:25] App for users  [34:04] Using Databricks and Snowflake together  [37:49] Supporting power users  [40:17] Advice and experiences  [43:53] Wrap up

MLOps Coffee Sessions #119 with Hien Luu, Sr. Engineering Manager of DoorDash, MLOps at DoorDash: 3 Principles for Building an ML Platform That Will Sustain Hypergrowth co-hosted by Skylar Payne. // Abstract Machine Learning plays a big part at DoorDash in terms of what they do on a daily basis. It powers many of their core infrastructures.   When it comes to DoorDash's business, they have to be leveraging machine learning and it is such a huge piece of the business that it is critical. // Bio Hien Luu is an Engineering Manager at DoorDash, leading the Machine Learning platform team at DoorDash. He is particularly passionate about the intersection between Artificial Intelligence and Big Data. He is the author of the Beginning Apache Spark 3 book.  He has given presentations at various conferences like Data+AI Summit, MLOps World, Deep Learning Summit, and apply() conference. // MLOps Jobs board   <a href="" rel="nofollow" target="_blank">https://mlops.pallet.xyz/jobs </a> MLOps Swag/Merch <a href="" rel="nofollow" target="_blank">https://mlops-community.myshopify.com/</a> // Related Links <a href="" rel="nofollow" target="_blank">engineering.linkedin.com/hadoop/user-engagement-powered-apache-pig-and-hadoop </a> * <a href="" rel="nofollow" target="_blank">https://doordash.engineering/2020/07/20/enabling-efficient-machine-learning-model-serving/</a> * <a href="" rel="nofollow" target="_blank">https://doordash.engineering/2020/11/19/building-a-gigascale-ml-feature-store-with-redis/</a> * <a href="" rel="nofollow" target="_blank">https://doordash.engineering/2021/03/04/building-a-declarative-real-time-feature-engineering-framework/</a> * <a href="" rel="nofollow" target="_blank">https://doordash.engineering/2021/05/20/monitor-machine-learning-model-drift/</a> * <a href="" rel="nofollow" target="_blank">https://doordash.engineering/2021/01/26/computational-graph-machine-learning-ensemble-model-support/</a> --------------- ✌️Connect With Us ✌️ ------------- Join our slack community: <a href="" rel="nofollow" target="_blank">https://go.mlops.community/slack</a> Follow us on Twitter: <a href="" rel="nofollow" target="_blank">@mlopscommunity</a> Sign up for the next meetup: <a href="" rel="nofollow" target="_blank">https://go.mlops.community/register</a> Catch all episodes, blogs, newsletters, and more: <a href="" rel="nofollow" target="_blank">https://mlops.community/</a> Connect with Demetrios on LinkedIn: <a href="" rel="nofollow" target="_blank">https://www.linkedin.com/in/dpbrinkm/</a> Connect with Skylar on LinkedIn: <a href="" rel="nofollow" target="_blank">https://www.linkedin.com/in/skylar-payne-766a1988/</a> Connect with Hien on LinkedIn: <a href="" rel="nofollow" target="_blank">https://www.linkedin.com/in/hienluu/</a> Timestamps: [00:00] Introduction of DoorDash team [01:58] Overview of DoorDash [03:32] DoorDash's platform [13:23] Experimenting and testing new models [15:15] Experience transferring [17:16] Effective engagement with customers [24:15] Team sizes [25:37] Metrics [33:25] App for users [34:04] Using Databricks and Snowflake together [37:49] Supporting power users [40:17] Advice and experiences [43:53] Wrap up