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Request to be User Group Contributor for Kubeflow 1.5 for the AutoML Working Group #1745

@d-gol

Description

@d-gol

Hello everyone, thank you for the great work on Kubeflow.

My name is Dejan Golubovic, I am a software engineer at CERN, where we run Kubeflow in production.

My experience with Kubeflow includes:

  • Deploying a cluster on private cloud, using custom ArgoCD repository
  • Customizing Kubeflow components to fit our use cases
    • Maintaining a fork of Kubeflow repo
    • Custom centraldashboard, jupyter-web-app, kale and kfp setup
    • Adding envoyfilters, roles and rolebings when necessary
    • Integrating CERN network file system EOS and Kerberos authentication
  • Maintaining the private cloud instance, fixing ongoing issues
  • Providing examples and documentation for CERN users
  • On-boarding users and helping run workloads (pipelines, Katib, TFJobs, PytorchJobs...)
  • Running scalable model training on a GCP and Azure instances (up to 128 GPUs)

Our previous Kubecon talks can be seen here:

While running the production instance, we are gathering feedback from CERN users.
I would like to help implement some of the features for which we see a need.

One such feature is showing Katib logs on the UI: #971
I could help with this in the following weeks.

Informing WG leaders - @kubeflow/wg-automl-leads

Please let me know if you need more information.

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