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A collection of 2 posts
Multi-Everything: Why Your Data Strategy Is Harder Than Your Cloud Strategy
multicloud

Multi-Everything: Why Your Data Strategy Is Harder Than Your Cloud Strategy

An Uber engineer gave a great talk at Kubecon I have wanted to write about: “...we end up having to think about use cases that can either reside entirely within one cloud provider so that I can put training and serving together, or I need to think about the use
04 Dec 2025 7 min read
kubeflow

From Kubeflow to Real-World ML: Why Data Locality Matters Just as Much as Compute

From Kubeflow to Real-World ML: Why Data Locality Matters More Than Compute When my co-founders, Jeremy Lewi, Vishnu Kannan, and I started Kubeflow back in 2017, we were trying to solve what felt like the biggest problem in machine learning. Brilliant data scientists would craft elegant models on their laptops,
24 Jul 2025 3 min read
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