Stuart Miller
Machine Learning Engineer at Toyota Connected North America
United States
Summary
👤
Senior🎓
Top SchoolStuart Miller is a Machine Learning Engineer with eight years of experience blending physics-rooted analytical thinking and pragmatic software engineering to solve high-dimensional manufacturing and production-test problems. He has delivered ML models and end-to-end tooling—deploying models on Kubernetes and AWS at State Farm and building DevOps pipelines and test automation at Texas Instruments—to improve yield, reduce test time, and eliminate critical bugs. At Toyota Connected he applies those skills to cross-functional teams, turning large datasets from manufactured products into actionable anomaly detection and root-cause insights. Stuart is finishing an MS in Data Science at SMU (4.0) and maintains a hands-on portfolio that showcases reproducible analyses and deployable code, reflecting his emphasis on portable, extensible software. Known for reducing cycle time through practical ML (e.g., kNN tuning and regression-driven test removal) and for creating shared code libraries, he combines strong communication with a continuous-learning mindset.
8 years of coding experience
9 years of employment as a software developer
Data Analyst Nanodegree, Data Science, Data Analyst Nanodegree, Data Science at UdacityMaster's degree, Data Science, 4.00, Master's degree, Data Science, 4.00 at Southern Methodist UniversityBachelor’s Degree, Engineering Physics, Magna Cum Laude, Bachelor’s Degree, Engineering Physics, Magna Cum Laude at LeTourneau University
English, German
Stackoverflow
50reputation
12kreached
2answers
2questions
Github Skills (31)
prediction-model10
anomaly-detection10
data-science10
data-mining10
machine-learning10
time-series10
forecasting10
ai10
scikit-learn10
multiple-linear-regression10
lda9
linear-regression9
deep-learning9
regression9
sktime9
Programming languages (3)
Github contributions (5)
sjmiller8182/tomatopy
Dec 2018 - Jul 2019
Contributions:60 commits, 51 pushes, 3 branches in 7 months
sjmiller8182/RegressionHousingPrices
Jul 2019 - Mar 2020
Project using multiple linear regression to model prices of houses in Ames, IA.
Contributions:107 commits, 17 pushes, 2 branches in 7 months
regressionldapriceslinear-regressionlinear
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