Posts by: Berk Mollamustafaoglu

MLOps recipes

The MLOps Cookbook: how we optimised our Vertex AI Pipelines Environments at VMO2 for scale

The MLOps Platform at VMO2 allows our data scientists and analysts to explore the data, iterate on ML-based solutions and productionise these solutions to make a real impact to enhance the digital experience for our customers. At the heart of this tooling sits Vertex AI Pipelines. In this article, we share how we solved the problem of managing multiple container environments to allow for leaner and faster pipelines, enabling us to scale the number of productionised ML products further. ... View article