Kevin Rose
Machine Learning Engineer at PathAI
Madison, Wisconsin, United States
Summary
👤
Senior🎓
Top SchoolKevin Rose is a Machine Learning Engineer in Madison, WI with 12 years’ experience applying statistics, ML, and software engineering across biotech, insurance, public health, and non-profits. He moves fluidly between research and production—building models at PathAI, driving analytics at American Family Insurance, and developing clinical signal processing at physIQ—while contributing to open source tools used by broad developer communities. Kevin’s contributions to high-profile projects like matplotlib (performance optimizations) and wfdb-python (clinical data tooling), plus testing work for language extensions in Atom and Julia VS Code, show a pragmatic focus on reliability and performance. Trained in math and computer science at the University of Chicago, he pairs deep technical rigor with a penchant for clean, well-tested code and improving downstream reproducibility.
12 years of coding experience
8 years of employment as a software developer
Bachelor of Science - BS, Mathematics and Computer Science, Bachelor of Science - BS, Mathematics and Computer Science at University of Chicago
Github Skills (27)
atom-editor10
data-visualizations10
algorithm10
algorithms10
python10
matplotlib10
testing10
data-visualisation10
regex10
vscode-extension10
plot10
data-structure10
regular-expression10
performance-optimization10
data-structures10
Programming languages (12)
Github contributions (5)
atom/language-python
Mar 2016 - Oct 2017
Python package for Atom
Role in this project:
QA Engineer / Test Automation Engineer
QA Engineer / Test Automation EngineerContributions:13 commits, 7 PRs, 26 comments in 1 year 7 months
Contributions summary:Kevin primarily contributed to the testing and validation aspects of the language-python project. Their work involved creating and modifying test specifications to ensure the correct behavior of the Python language features within the Atom editor. They added tests for indent patterns, including the new async and hex character features, and adjusted existing tests to ensure accuracy.
atom-pluginpythontextmatetree-sitteratom
MIT-LCP/wfdb-python
Apr 2017 - Apr 2018
Native Python WFDB package
Role in this project:Back-end Developer
Back-end DeveloperContributions:6 commits, 2 PRs, 8 comments in 1 year
Contributions summary:Kevin primarily focused on improving the `wfdb-python` library's functionality and maintainability. They addressed whitespace issues, implemented URL creation using `posixpath`, made type check improvements for Windows compatibility, and corrected a bug in the `dl_database` function related to records without data files. The user also added unit tests for the `dl_database` function, enhancing the library's testing coverage.
ekgsignaldtwpythondigital-signal-processing
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