Paul Knysh
Senior Machine Learning Engineer at Harbinger Health
Houston, Texas, United States
Summary
👤
Senior🎓
Top SchoolPaul Knysh is a Senior Machine Learning Engineer with 10 years of experience building production-ready ML systems, currently focused on scalable bioinformatics diagnostics at Harbinger Health. He brings deep Python and computational-stack expertise honed through a multi-year role as a Senior Machine Learning Scientist at Day Zero Diagnostics and earlier engineering and research stints including MathWorks and the University of Tokyo. Paul excels at turning complex algorithms into reliable, maintainable pipelines, with a passion for workflow optimization and clean code that keeps projects auditable and reproducible. Based in Houston, he blends research-minded rigor with startup pragmatism to deliver diagnostic models that meet clinical-scale constraints. A practical problem-solver, he often prioritizes engineering trade-offs that accelerate deployment without sacrificing scientific validity.
10 years of coding experience
6 years of employment as a software developer
University of New Hampshire
Ukrainian, Russian, English
Github Skills (8)
parallel-processing10
multiprocessing10
parallel10
parallelization10
python10
optimization-methods10
optimization10
parallel-computing9
Programming languages (1)
Github contributions (5)
paulknysh/shaper
Jan 2019 - Mar 2022
Contributions:20 commits, 1 push in 3 years 2 months
paulknysh/blackbox
Feb 2016 - Sep 2022
A Python module for parallel optimization of expensive black-box functions
Contributions:80 commits, 6 PRs, 76 pushes in 6 years 7 months
optimization-methodspythonboxparalleloptimization
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