The empirical laws of how long it takes to review and release a pull request depending on its size. We inferred them from 100,000 pull requests to commercial closed-source repositories belonging to our software development analytics SaaS clients.

My experience of deploying Google’s Kubernetes ML toolkit on physical servers with multiple GPUs

Attack on Kubeflow. Image by Anastasia Markovtseva, CC-BY-SA 4.0.


Hands-on Tutorials

Data-driven algorithm design using Python and linear programming on a billion Git commit signatures and more.

Two lists with matched people names. Image by Author.

Vadim Markovtsev

Machine learning and software engineer. Teams manager. Public speaker. Google Developer Expert in Machine Learning.

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