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Design an Offline Batch Inference Service

Scope: - User interaction with this service - Sharding of Data - Resource Allocation - How does orchestration work - How does User know the status - How do we handle script failures - How does progress aware retry-ability happen

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DoorDash

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Mid July, 2025

DoorDash
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