Declarative Machine Learning Systems: Ludwig & Predibase
Travis Addiar, Co-Founder & CTO, Predibase
Piero Molino, Co-Founder & CEO, Predibase
The ML data engineering conference presented by 
apply() Session + Video Archive
Accelerating Model Deployment Velocity
Emmanuel Ameisen, Staff Machine Learning Engineer, Stripe
Engineering for Applied ML
Yuchen Wu, VP Engineering, Instacart
Workshop: Building Real-Time ML Features with Feast, Spark, Redis, and Kafka
Danny Chiao, Engineering Lead, Tecton
Workshop: Bring Your Models to Production with Ray Serve
Shreyas Krishnaswamy, Software Engineer, Anyscale
Simon Mo, Software Engineer, Anyscale
A Tour of Features in the Wild and a Modern Solution to Manage Them
Mike Del Balso, CEO & Co-founder, Tecton
What Data Engineers Should Know About Real-Time Analytics
Dhruba Borthakur, Co-Founder & CTO, Rockset
[Open Source] Hamilton, a micro framework for creating dataframes, and its application at Stitch Fix
Stefan Krawczyk, Manager Data Platform, Stitch Fix
Data Transfer Challenges In Evaluating MLOps Platforms
Pardis Noorzad, Head of Data Science, Carbon Health
Redis? Dynamo? Cassandra? How to choose the right online store for your ML features.
Kevin Stumpf, Co-Founder and CTO, Tecton
Managing Data Infrastructure with Feast
Felix Wang, Software Engineer, Tecton
Twitter's Feature Store Journey
Tzvetelina Tzeneva, Staff ML Engineer, Twitter
Using Feast in a Ranking System
Vitaly Sergeyev, Senior Software Engineer, Better.com
New Abstractions Enabling Operational ML
Mike Del Balso, CEO & Co-founder, Tecton
Streaming Architecture with Kafka, Materialize, dbt, and Tecton
Emily Hawkins, Data Infrastructure Lead, Drizly
The Only Truly Hard Problem in MLOps
Todd Underwood, Director, Google
Towards a Unified Real-Time ML Data Pipeline, from Training to Serving
Aakash Sabharwal, Senior Engineering Manager, Etsy
Sheila Hu, Senior Machine Learning Engineer, Etsy
Building a Best-in-Class Customer Experience Platform – The Hux Journey – Deloitte Digital
Diego Oppenheimer, CEO, Algorithmia
Paul Phillips, CTO, Hux CX Platform, Deloitte Digital
Julian Berman, VP of Engineering, Hux CX Platform, Deloitte Digital
ML Design Patterns for Data Engineers
Valliappa Lakshmanan, Director, Google
Real-time Personalization of QuickBooks using Clickstream Data
Ian Sebanja, Product Manager, Intuit
Simarpal Khaira, Senior Product Manager, Intuit