Using Feast in a Ranking System
Vitaly Sergeyev, Senior Software Engineer, Better.com
The ML data engineering conference presented by 
apply() Session + Video Archive
New Abstractions Enabling Operational ML
Mike Del Balso, CEO & Co-founder, Tecton
Building Malleable ML Systems through Measurement, Monitoring & Maintenance
Karan Goel, PhD Student, Stanford University
How Robinhood Built a Feature Store Using Feast
Yuyang (Rand) Xie, Senior Machine Learning Engineer, Robinhood
ML Observability: Critical Piece of the ML Stack
Aparna Dhinakaran, Co-Founder & Chief Product Officer, Arize AI
Panel: Building High-Performance ML Teams
Neal Lathia, Associate Director, Machine Learning, Monzo Bank
Janakiram MSV, Principal Analyst, Janakiram and Associates
Kevin Stumpf, Co-Founder and CTO, Tecton
Alex Williams, Founder and Editor in Chief, The New Stack
Lex Beattie, Machine Learning Engagement Lead, Spotify
Streaming Architecture with Kafka, Materialize, dbt, and Tecton
Emily Hawkins, Data Infrastructure Lead, Drizly
High Performance Feature Serving with Feast on AWS
Willem Pienaar, Feast Committer and Tech Lead, Tecton
Quickly performing Exploratory Data Analysis with Rule-based Profiling
James Campbell, CTO, Superconductive
How Shopify Contributed to Scale Feast
Matt Delacour, Senior Software Engineer, Shopify
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
Panel: Challenges of Operationalizing ML
Alex Williams, Founder and Editor in Chief, The New Stack
Aparna Dhinakaran, Co-Founder & Chief Product Officer, Arize AI
Barr Moses, CEO & Co-Founder, Monte Carlo
Kevin Stumpf, Co-Founder and CTO, Tecton
Best Practices for Productionalizing Data & ML Projects
Michelle Ufford, CEO and Co-Founder, Noteable
Matthew Seal, Co-Founder and CTO, Noteable
What is the MLOps Community?
Demetrios Brinkmann, Founder, MLOps Community
Ivan Nardini, Engineering Labs Content Lead, MLOps Community
Financially Responsible Feature Engineering
Joshua Hansen, ML Platform Tech Lead, Atlassian
Geoff Sims, Principal Data Scientist, Atlassian
Reusability in Machine Learning
Nayur Khan, Associate Partner - Global Head of Technical Delivery, McKinsey
