Matthew Drury
Principal Machine Learning Engineer at Remitly
Seattle, Washington, United States
Summary
👤
Senior🎓
Top SchoolMatthew Drury is a Principal Machine Learning Engineer in Seattle with 12 years of experience applying statistical modeling, optimization, and large-scale data engineering to real-world problems. He led pricing and optimization efforts at Allstate—building demand and loss models and a pricing optimization library still used in production—and now drives ML initiatives at Remitly. Previously he designed and taught immersive data science curricula at Galvanize, earning top student satisfaction while mentoring instructors and transitioning leadership. His academic roots in mathematics and physics inform a rigorous, research-oriented approach to model development and algorithm design. Colleagues describe him as someone who enjoys deep thinking about complex systems and translating that insight into reliable software. An intriguing personal note: his GitHub bio hints at a mathematician’s mindset—an “embedded submanifold” perspective that blends geometry with computation.
11 years of coding experience
8 years of employment as a software developer
Cross ValidatedMathematics, Mathematics at Indiana University BloomingtonMathematics and Physics, Mathematics and Physics at Northern Illinois University
Stackoverflow
1,115reputation
111kreached
20answers
6questions
Github Skills (70)
xgboost10
python10
sklearn10
portable10
statistics10
gradient10
linear-models10
abaqus10
data-science10
derivative10
data-analysis10
machine-learning10
matrix-factorization10
expansion10
splines10
Programming languages (8)
Github contributions (5)
madrury/mtg-draftbot
Apr 2019 - Aug 2019
Algorithmic Drafting for Magic the Gathering
Contributions:111 commits, 53 pushes, 1 branch in 4 months
pythongatheringmagicdraftingalgorithmic
madrury/py-glm
Aug 2017 - Apr 2020
Generalized Linear Models in Sklearn Style
Contributions:110 commits, 54 pushes, 3 branches in 2 years 8 months
generalized-linear-modelssklearnlinear-modelslinearstatsmodels
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