Bryan Johnson
Staff Machine Learning Engineer at Guidewire Software
Omaha, Nebraska, United States
Summary
👤
Senior🎓
Top SchoolBryan Johnson is a Staff Machine Learning Engineer with nine years of experience building production-grade ML systems that bridge statistical learning and large-scale engineering. He has delivered high-impact solutions across finance, advertising, and HR—reducing ETL times from days to hours, detecting accounting and fraud anomalies in production, and powering a terabyte-scale identity graph that drove significant ad revenue. At Workday he led agentic AI and evaluation frameworks for autonomous workflows and shipped generative tools that accelerated developer productivity; he now continues that trajectory at Guidewire. Bryan’s background in mathematics underpins a careful, numerics-first approach to model development and distributed computation. He combines hands-on systems optimization (multi-threaded C# apps, Spark/Hive pipelines, real-time streaming stats) with a deep interest in numerical computing, making him adept at turning complex data problems into reliable, auditable systems.
9 years of coding experience
16 years of employment as a software developer
Master's Degree Mathematics, Master's Degree Mathematics at University of Nebraska at Omaha
Stackoverflow
651reputation
132kreached
5answers
0questions
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top-5%
Github Skills (20)
stream9
python-modules8
statistical-learning8
3d7
game-development7
parquet6
open-source6
sbt6
python6
scala6
intellij-idea6
apache-spark6
hadoop6
game-engine6
orchestration-framework5
Programming languages (4)
Github contributions (5)
bryanpjohnson/elements-statistical-learning-notes
Apr 2020 - Aug 2021
Summary notes and examples for every chapter in the popular textbook "The Elements of Statistical Learning" .
Contributions:4 commits, 2 pushes, 1 branch in 1 year 4 months
statistical-learning
bryanpjohnson/sdgmethod
Nov 2016 - Oct 2020
Java implementation of the Stochastic Discontinuous Galerkin Method for approximating the solution to ordinary stochastic differential equations.
Contributions:1 PR, 15 pushes, 1 branch in 3 years 11 months
equationsstochastic-differential-equationsssreflectdynamical-systemsmethod
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