apply() Session + Video Archive

How Shopify Contributed to Scale Feast

Matt Delacour, Senior Software Engineer, Shopify

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

Real-time Personalization of QuickBooks using Clickstream Data

Ian Sebanja, Product Manager, Intuit

Simarpal Khaira, Senior Product Manager, Intuit

Financially Responsible Feature Engineering

Joshua Hansen, ML Platform Tech Lead, Atlassian

Geoff Sims, Principal Data Scientist, Atlassian

Exploiting the Data Code: Duality Applying Modern Software Development Practices to Data with Dali

Carl Steinbach, Senior Staff Software Engineer, LinkedIn

Scaling a Machine Learning Social Feed with Feature Pipelines

Ettie Eyre, Platform Engineering Lead, Cookpad

Nadine Sarraf, Machine Learning Engineer, Cookpad

Building a Feature Store to Reduce the Time to Production of ML Models

Emiliano Martin, Sr. Software Engineer, Mercado Libre

Feature Stores at Spotify: Building & Scaling a Centralized Platform

Aman Khan, Product Manager, Spotify

Scaling Online ML Predictions to Meet DoorDash Logistics Engine and Marketplace Growth

Hien Luu, Sr. Engineering Manager, DoorDash

Arbaz Khan, Machine Learning Platform Engineer, DoorDash

Supercharging our Data Scientists’ Productivity at Netflix

Jan Forjanczyk, Senior Data Scientist, Netflix

Ravi Kiran Chirravuri, Software Engineer, Netflix

Tackling Fraud with Tecton

Matt Bleifer, Group Product Manager, Tecton

Evolution and Unification of Pinterest ML Platform

David Liu, Head of ML & Signal Platforms, Pinterest

Feature Stores at Tide

Hendrik Brackmann, Director of Data Science and Analytics, Tide