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Daniel Valdivia

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Object Storage Driven Machine Language WorkloadsOpen AI + Data Forum @ Open Source Summit North America 20232023-05-10
Argues that designing pipelines around object storage removes painful data transfers and enables scalable, auditable ML workflows; demonstrates deploying MinIO…
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Writing Machine Learning Pipelines Against Object StorageOpen Source Summit Latin America 2022: Open AI + Data Forum2022-08-23
Argues for building ML pipelines that read and write directly to object storage (MinIO) so compute only pulls batches instead of copying entire datasets, using…
Talk on
Writing Machine Learning Pipelines Against Object StorageOpen Source Summit Latin America 20222022-08-23
Argues that storing data in an object store and letting each pipeline stage read from it avoids repeated full-data transfers, enables burstable compute, and…
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