Building Feature Platforms That Scale to Thousands of Models
A blueprint for feature stores that stay fast, consistent, and debuggable as model count explodes.
San Francisco
Jul 22, 2025 · 9:00 AM
All speakers
Speaker
Priya Nair
Director, ML Infrastructure · Lumen Analytics
Feature StoresMLOps
Priya directs ML infrastructure at Lumen Analytics, where she has built feature platforms serving thousands of models. She is a frequent mentor in the conference's first-time speaker program.
Talks
Scaling ML Platforms When Everyone Went Remote
Lessons from operating shared ML infrastructure for distributed teams overnight.
Virtual
Jul 16, 2020 · 12:30 PM