Jacob Barhak

Computational Disease Modeler

Austin, Texas, United States
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Summary

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Senior
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Top School
Jacob Barhak is a computational disease modeler with 13 years of experience building high-performance disease progression models and clinical data standardization tools. He leads The Reference Model for Disease Progression as an independent researcher and runs ClinicalUnitMapping.com to harmonize clinical data using machine learning. His background includes senior software development of the Michigan Model for Diabetes and a PhD in Mechanical Engineering from Technion, reflecting a blend of rigorous research and production-grade engineering. Comfortable across HPC, ML, and clinical informatics, he focuses on translating complex biological questions into scalable, auditable simulation software. Notably, he applies manufacturing and instrumentation experience from earlier academic work to drive robust, reproducible modeling pipelines.
code13 years of coding experience
job6 years of employment as a software developer
bookDoctor of Philosophy (PhD), Mechanical Engineering, Doctor of Philosophy (PhD), Mechanical Engineering at Technion - Israel Institute of Technology
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Stackoverflow

Stats
68reputation
4kreached
3answers
2questions
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Github Skills (84)

python10
javascript10
bokeh10
ipywidgets10
pyodide10
voila10
hvplot10
altair10
plotly10
holoviews10
jupyter10
nvidia10
visualization10
matplotlib10
data-visualisation10

Programming languages (6)

TypeScriptMDXC++Jupyter NotebookRubyPython

Github contributions (5)

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Contributions:54 pushes, 1 branch in 4 years 9 months
Jacob-Barhak/MIST

Jun 2013 - May 2018

Contributions:11 commits, 4 pushes, 4 comments in 4 years 11 months
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Jacob Barhak - Computational Disease Modeler