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In-person + Virtual
16 -20 May
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Wednesday, May 18 • 11:00 - 11:35
Scaling Open Source ML: How Wolt Uses K8s To Deliver Great Food to Millions - Stephen Batifol, Wolt & Ed Shee, Seldon

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Forecasting supply and demand, serving restaurant recommendations and predicting delivery times. These are just a few examples of how Machine Learning is being applied at Wolt. Now with over 12 million users, scaling the ML infrastructure has been a significant challenge. This talk will highlight those challenges and how they were addressed by building an end to end MLOps platform on Kubernetes. You'll learn about the open source frameworks that Wolt integrated, specifically Flyte, MLFlow and Seldon Core.

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Speakers
avatar for Stephen Batifol

Stephen Batifol

Machine Learning Engineer, Wolt
From Android developer to Data Scientist to Machine Learning Engineer, Stephen has a wealth of software engineering experience at Wolt. He believes that machine learning has lots to learn from software engineering best practices and spends his time making ML deployments simple for... Read More →
avatar for Ed Shee

Ed Shee

Head of Developer Relations at Seldon, Seldon
Having previously led a tech team at IBM and now Head of Developer Relations at Seldon, Ed comes from a cloud computing background and is a strong believer in making deployments as easy as possible for developers. With an education in computational modeling and an enthusiasm for machine... Read More →

Kubecon EU 2022 pdf
Wednesday May 18, 2022 11:00 - 11:35 CEST
Pavilion 4, Room B | Level 2 | Central Forum
  Machine Learning + Data