Andrew Nystrom
Software Engineer, Machine Learning at Google
San Francisco, California, United States
Summary
👤
Senior🎓
Top SchoolAndrew Nystrom is a software engineer specializing in machine learning and natural language understanding with 12 years of experience building production ML systems at Google and earlier research and engineering roles across startups and enterprise vendors. He moves projects end-to-end—from ingesting unstructured human text to prototyping, optimizing, and shipping models—while keeping a strong focus on algorithmic efficiency and scalable implementations. His background spans NLU, classification, regression, clustering and a deep interest in practical NLP, informed by research scientist roles that applied ML to health and content products. Trained in computer science, cryptography and mathematics (MSc from Edinburgh and dual BS degrees), he brings rigor from formal algorithms to real-world model deployment in the San Francisco Bay Area.
11 years of coding experience
6 years of employment as a software developer
MSc, Computer Science, MSc, Computer Science at The University of EdinburghPSEO Student (college classes while in high school), PSEO Student (college classes while in high school) at Anoka Ramsey Community CollegeUniversity of Minnesota Twin Cities
English, Russian
Github Skills (75)
python10
cython10
scikit10
statistics10
data-science10
text-classification10
data-analysis10
named-entity-recognition10
machine-learning10
language-processing10
scikit-learn10
turkish10
portable9
gradient9
industrial9
Programming languages (3)
Github contributions (5)
AWNystrom/CoutnMinSketch
Sep 2014 - Mar 2016
Contributions:31 commits, 1 PR, 15 pushes in 1 year 5 months
probabilisticstringcounting
AWNystrom/SparseInteraction
Jul 2015 - Sep 2018
Contributions:90 commits, 2 PRs, 108 pushes in 3 years 1 month
interactionsecond-degreesparse-matrixsparsematrix
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