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Streamlining Data Processing with Ray Infrastructure Optimization

Confidential

The client adopted our recommendation to transition to the Anyscale Platform, reducing internal tooling maintenance and improving Ray adoption.

Meet our client

Client:

Confidential

Industry:

Finance

Market:

APAC

Technology:

MLOps

Client’s Challenge

QubeRT, a financial services company, faced issues with their Ray infrastructure for scheduling data processing jobs and testing trading algorithms. The problems stemmed from Ray Launcher, an early-stage custom abstraction layer over Ray that lacked features and stability. Trading Researchers reported poor user experiences, while the client IT department lacked expertise in Ray.

Our Solution

We conducted interviews and surveys to identify specific pain points, then recommended transitioning from the internally maintained Ray Launcher to the managed Anyscale Platform to improve stability, enhance user experience, and reduce maintenance overhead.

Client’s Benefits

The client adopted our recommendation to transition to the Anyscale Platform, reducing internal tooling maintenance and improving Ray adoption. This shift is expected to enhance researchers’ efficiency and provide a more stable infrastructure.

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