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Ray on the Road

Actuate 2026 x Anyscale

In-person . San Francisco . August 18 - 19 2026

Let's Connect

Meet the Anyscale Team

Stop by booth #9 to meet the creators of Ray and grab a limited edition Anyscale Tamagotchi.

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Hear from the experts

session 1

Scaling MCAP data pipelines with Ray

Aug 19, 2026 | 1:00PM - 1:20PM

MCAP is a popular data format for Physical AI data. As teams adopt it more broadly and scale some challenges arise. This session looks at the format, the challenges of scaling it and how Ray addresses them - streaming execution, backpressure, and heterogeneous CPU/GPU stages in a single job. Applications include batch inference, auto-labeling, embedding generation for dataset curation, data loading for training, and format conversion.

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OMAR SHORBAJI
Omar Shorbaji

Member of Technical Staff, Field Engineer

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Let’s Connect

Began exploring with Ray and looking to make it easier for developers to self-serve clusters, improve reliability at scale, or squeeze more performance from your GPUs? Meet with our GTM and field engineering teams for a focused, 1:1 consultation on these and other AI infrastructure topics.

Let's Connect