Virtual Event
November 17–November 20, 2020
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Friday, November 20 • 5:55pm - 6:30pm
Building a Cloud Native Feature Store with Feast on Kubeflow - Willem Pienaar & Oleksii Moskalenko, Gojek

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Features are at the heart of what makes machine learning systems effective. However, many challenges still exist in the feature engineering life-cycle. Developing features from big data is often an engineering heavy task, with challenges in both the scaling of data processes and the serving of features in production systems. Feast is an open-source feature store co-developed by Gojek and Google Cloud, which allows for the storage, management, access, validation, and reuse of ML features throughout an organization. Feast solves the key operational challenges with the productionization of features for both small teams and large organizations. The project has been built from the ground up to be cloud-native and has recently been included as a component within Kubeflow. In this talk we will explore the key challenges that ML teams face and how technologies like Feast help to solve them.


Willem Pienaar

Data Science Platform Lead, Gojek
Willem Pienaar leads the Data Science Platform team at Gojek, developing the Gojek ML platform, which supports a wide variety of models and handles over 100 million orders every month. His main focus areas are building data and ML platforms, allowing organizations to scale machine... Read More →

Oleksii Moskalenko

Sr Software Engineer, Gojek

Friday November 20, 2020 5:55pm - 6:30pm EST
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