Our MLOps Story: Production-Grade Machine Learning for Twelve Brands
Things we learned building an MLOps platform with limited means at DPG Media: SageMaker, MLflow, Terraform, and a team of two serving a dozen brands.
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Blog
Thoughts on the state of Machine Learning Engineering
The ML Engineer title went mainstream, but MLOps never quite consolidated. Notes on the tooling sprawl and the platform we built at DPG Media.