Mike Lawrence

Software Engineer, Machine Learning at Google

Palo Alto, California, United States
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Summary

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Top School
Mike Lawrence is a software engineer specializing in machine learning with eight years of experience building production ML systems across biotech and large-scale consumer products. Currently on YouTube Shorts recommendations at Google after contributing to AutoML/Vertex AI, he blends deep quantitative skills from a UC Berkeley physics background with pragmatic engineering for model safety, monitoring, and deployment. He has a track record of inventing novel statistical methods (patent pending) and automating model health checks to reduce deployment friction for teams and product managers. Comfortable leading small teams and mentoring students, he also tutors and has academic research experience in particle physics. Based in Palo Alto, he focuses on making complex ML workflows reliable and accessible—reducing friction for both engineers and end users.
code7 years of coding experience
job6 years of employment as a software developer
bookBachelor's degree Physics, Bachelor's degree Physics at University of California, Berkeley
languagesGerman, English
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Github Skills (42)

named-entity-recognition10
text-classification10
language-processing10
fairness-ml10
cython10
nlp10
turkish10
transformer-architecture10
arabic-nlp9
data-science9
artificial-intelligence9
entity-linking9
python9
industrial9
machine-learning9

Programming languages (3)

JavaScriptJupyter NotebookPython

Github contributions (5)

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Contributions:12 commits, 4 pushes in 1 year 7 months
Contributions:44 commits, 35 pushes, 1 branch in 2 years 9 months
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Mike Lawrence - Software Engineer, Machine Learning at Google