Nate George
Washington, United States
Summary
👤
SeniorNate George is a Machine Learning Engineer with 11 years of experience building end-to-end MLOps systems, from research and teaching to production ML infrastructure and customer-facing APIs. He has driven multimillion-dollar business impact—leading credit-model deployments and retraining pipelines that reduced losses by $10M+/yr—while architecting CI/CD, ML tooling, and automation across Azure, Databricks, AWS, and Kubernetes. A former university professor who built an HPC GPU cluster and authored academic papers, he also develops industry courses and a Python/data-science book, blending rigorous research skills with practical engineering. Nate excels at turning messy, large-scale data into reliable products (he’s mined 100GB+ datasets for process improvements) and at improving labeling and deployment workflows to cut time and costs dramatically. Now at Shopify, he focuses on ML infrastructure and AI tooling, bringing a rare mix of production-first MLOps leadership, teaching experience, and hands-on scientific expertise.
11 years of coding experience
Stackoverflow
14,681reputation
9.3mreached
142answers
58questions
timezone
top-5%
tensorflow
top-5%
urllib
top-5%
openpyxl
top-5%
excel
top-5%
matplotlib
top-5%
Github Skills (200)
coinbase-api10
ubuntu10
neural-network10
hadoop-mapreduce10
data-science10
deep-neural-networks10
nodemcu10
notebook10
python10
ipython10
pandas-dataframe10
ai-agent10
pandas10
ml10
zipline10
Programming languages (19)
Github contributions (5)
nateGeorge/ESP-8266-particle-sensor
Jul 2015 - Nov 2015
Contributions:91 commits, 65 pushes, 1 branch in 3 months
nateGeorge/GPU_charts
Aug 2019 - Mar 2022
Some GPU charts. Feel free to use with attribution.
Contributions:1 review, 1 PR, 6 pushes in 2 years 7 months
gpuchartsfree-to-useattribution
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