Anthony Galczak
Senior Data & Applied Scientist
Austin, Texas, United States
Summary
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Senior🎓
Top SchoolAnthony Galczak is a Senior Data & Applied Scientist with nine years of experience building ML and causal-inference systems that answer what works, why it works, and how to act on it. At Microsoft he architects the Experiment Insights Framework used across 10+ product teams, led measurement for Copilot deployments impacting 70k+ users, and drove product and pricing experiments that contributed tens of millions in annualized value. He blends deep causal modeling and Bayesian/Frequentist analytics with practical engineering—Python, Azure, PowerBI—to ship production models and redesign risk-detection pipelines that saved millions. Former roles at Amazon, Stanford AI Lab, and Sandia show strong AutoML, tabular-ML, and large-scale data engineering chops, including an AutoGluon contribution and AutoML benchmarking work. Anthony pairs hands-on prototyping with cross-functional leadership—interim people management, executive-facing briefings, and monthly AI talks—making him both a technical SME and an effective communicator. An uncommon strength is translating advanced causal methods into repeatable frameworks used by dozens of PMs and engineers to drive high-impact product decisions.
9 years of coding experience
6 years of employment as a software developer
Associate's Degree in Computer Information Systems (Programming), Programming, 4.0, Associate's Degree in Computer Information Systems (Programming), Programming, 4.0 at Central New Mexico Community CollegeBachelor of Science - BS, Computer Science, 4.0, Bachelor of Science - BS, Computer Science, 4.0 at University of New Mexico School of EngineeringBachelor of Science - BS, Mathematics, 4.0, Bachelor of Science - BS, Mathematics, 4.0 at The University of New MexicoJenison High SchoolMaster of Science - MS, Computer Science, Master of Science - MS, Computer Science at Stanford University
Github Skills (39)
pytorch10
python10
data-science10
image-classification10
incremental-learning10
meta-learning10
mxnet10
machine-learning10
time-series10
gluon10
mlp10
ensemble-learning10
forecasting10
hyperparameter-optimization10
autogluon10
Programming languages (3)
Github contributions (5)
Chudbrochil/school
Aug 2016 - Dec 2020
Anthony Galczak's Personal Repo
Contributions:194 pushes, 2 branches in 4 years 3 months
algorithms-and-data-structuresartificial-intelligenceccomputer-sciencecsharp
tongning/vehicle-detection
Oct 2019 - Dec 2019
Contributions:36 commits, 18 pushes in 1 month
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