Kickoff

A Tour of Features in the Wild and a Modern Solution to Manage Them

Mike Del Balso, Co-Founder & CEO, Tecton

Model Calibration in the Etsy Ads Marketplace

Erica Greene, Senior Engineering Manager, Etsy

Seoyoon Park, Senior Software Engineer, Etsy

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 Engineering Isn’t Like Software Engineering

Erik Bernhardsson, Ex-CTO, Better.com, Founder, working on something new

Using Redis as your Online Feature Store: 2021 highlights & 2022 directions

Ed Sandoval, Senior Product Manager, Redis

Guy Korland, CTO of Incubations, Redis

Break

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

Building feature stores on Snowflake

Miles Adkins, Partner Sales Engineer, AI & ML, Snowflake

Managing Data Infrastructure with Feast

Felix Wang, Software Engineer, Tecton

Break

Twitter’s Feature Store Journey

Tzvetelina Tzeneva, Staff ML Engineer, Twitter

ML Projects Aren’t An Island

Ben Wilson, Principal Resident Solutions Architect, Databricks

The Data Engineering Lifecycle

Joe Reis, CEO & Co-Founder, Ternary Data

Using Feast in a Ranking System

Vitaly Sergeyev, Senior Software Engineer, Better.com

Wrap up