Speaker: Onur Satici
He / him / his
Staff Engineer @SpiralDB & a Core Maintainer of Vortex (LF AI & Data), Previously Building Distributed Systems @Palantir
Onur is a Staff Engineer at SpiralDB and a core maintainer of Vortex, an open source columnar file format now part of the Linux Foundation (LF AI & Data). He focuses on high-performance data systems, GPU acceleration, and making analytical workloads faster at every layer of the stack.
Find Onur Satici at:
Session
From S3 to GPU in One Copy: Rethinking Data Loading for ML Training
ML training pipelines treat data as static. Teams spend weeks preprocessing datasets into WebDataset or TFRecords, and when they want to experiment with curriculum learning or data mixing, they reprocess everything from scratch.
Date
Tuesday Mar 17 / 11:45AM GMT ( 50 minutes )
Location
Windsor (5th Fl.)
