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Ed Shee

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titleconferencedate
The Challenges Managing a Kubernetes-Based Machine Learning InfrastructureKubeCon + CloudNativeCon North America 20222022-10-24
Panelists explain who uses their platforms, list the concrete stack and tradeoffs, and report operational numbers: on‑prem Bloomberg runs Spark, notebooks…
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From Model to Microservice - Machine Learning at ScaleGlobal SRE Virtual Conference 20222022-07-25
Shows a complete path from a scikit‑learn iris model to a live REST/gRPC microservice using Seldon Core deployed on Kubernetes, with a live demo returning a…
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Scaling Open Source ML: How Wolt Uses K8s To Deliver Great Food to Mill...KubeCon + CloudNativeCon Europe 20222022-05-16
Wolt runs an end-to-end MLOps platform on Kubernetes serving ML for 12M+ users, integrating Flyte for orchestration, MLflow autolog for experiment tracking…
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