Isaac Burbank
Staff Software Engineer at Google
Denver, Colorado, United States
Summary
👤
Senior🎓
Top SchoolIsaac Burbank is a Staff Software Engineer with nine years of experience building data-driven systems and machine learning pipelines at scale, currently driving ML train-serve infrastructure at Google. He blends a strong mathematics foundation and a Mechanical Engineering degree with hands-on expertise in Python, Spark, TensorFlow, Docker, Kubernetes and Kubeflow to move models from research to production. His background spans startups and hyperscalers—from co-founding a solutions firm to engineering roles at Amazon and Google—giving him both entrepreneurial grit and large-scale systems fluency. Based in Denver, he’s particularly focused on automating reproducible ML workflows and operationalizing data engineering best practices across distributed environments.
9 years of coding experience
14 years of employment as a software developer
Bachelor Science (B.S.) Mechanical Engineering, Bachelor Science (B.S.) Mechanical Engineering at Washington State University
Stackoverflow
745reputation
913kreached
27answers
2questions
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top-5%
Github Skills (106)
notebook10
python10
deep-learning10
visual-studio10
javascript10
editor10
ml10
amazon-dynamodb10
dynamodb10
neural-network10
electron10
jupyter10
data-science10
typescript10
vscode-extension10
Programming languages (8)
Github contributions (5)
IMBurbank/crimson-quest
Mar 2017 - Jun 2017
Contributions:6 releases, 45 commits, 45 pushes in 3 months
IMBurbank/gatsd
Oct 2018 - Nov 2018
Contributions:14 releases, 52 commits, 33 pushes in 1 month
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