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Srivathsan Canchi

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titleconferencedate
Cost Transparency and Model ROITWIMLcon: AI Platforms 20212021-01-19
Intuit runs 400+ models with 8,000 features on AWS using SageMaker, Kubernetes and Argo, and implements per-model asset IDs, fine‑grained tagging and BU…
Talk on
Scaling MLOps on Kubernetes with Amazon SageMaker OperatorsAWS re:Invent 20202020-11-30
Kubernetes CRDs call out training and hosting to SageMaker Operators while Argo workflows handle GitOps CI/CD, Jenkins builds container images, and logs stream…
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Managing ML Models @ ScaleOpML '202020-07-28
Intuit’s ML Platform claims 200% increase in model publishing velocity by combining GitOps, Argo Workflows, Kubernetes and AWS SageMaker with a feature store…
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