ML Infra at Netflix
This spring at Netflix HQ in Los Gatos, join us and our friends at Outerbounds for an ML and AI mixer that brings together talks, food, drinks, and engaging discussions on the latest in machine learning, infrastructure, LLMs, and foundation models.
Hear from Netflix's data scientists, AI engineers, and infrastructure specialists on how we're advancing ML and AI tooling with Metaflow for media, recommendations, content modeling, and more, pushing the boundaries of the state-of-the-art.
Experts from Outerbounds will share insights into how Metaflow, the ML/AI platform built & open-sourced at Netflix, is powering ML and AI innovation across various organizations and what's in store for the future.
We will wrap up the day with a networking happy hour.
Schedule
2:45 pm: Check-in
3:30 pm: Welcome by Faisal Siddiqi, Netflix
3:35 pm: Building ML/AI Systems in 2024 by Ville Tuulos, Outerbounds
3:50 pm: Building a Data and ML Platform at BENlabs by Jon Daniels and Eric Riddoch, BENlabs
4:10 pm: MediaML and Inference at Netflix by Wenbing Bai, Netflix
4:30 pm: Decision Science at Netflix with Crystal Ball by Aliki Mavromoustaki and Sejal Rai, Netflix
4:50 pm Empowering Radiologists with AI and Metaflow by Jay Jha, Rad AI
5:10 pm: NVIDIA Triton Inference Server and its use in Netflix's Model Scoring Service by Amr Elmeleegy, NVIDIA, Fan Yang and Liping Peng, Netflix
5:40 pm: Fast (and Furious) Data with Metaflow by David Berg and Chaoying Wang, Netflix
5:50 pm: Hosting Models at Scale by Shashank Srikanth, Netflix
6:10 pm: Networking Happy Hour