Jonathan Karp
Vice President Applied AI ML Lead at JPMorganChase
New York City Metropolitan Area United States
Summary
👤
Senior🎓
Top SchoolJonathan Karp is an applied AI/ML leader and Vice President at JPMorgan Chase who designs and deploys model suites that drive high-stakes business decisions across large, complex customer datasets. With a PhD in Applied Physics from Columbia, he brings deep quantitative rigor—combining advanced numerical methods and custom code developed in academic research—to production ML for finance and marketing. Over a decade of experience spans graduate research on strongly correlated materials and hands-on quantitative roles at major banks, where he has built scalable pipelines and statistical models handling millions of records. He is especially adept at translating physics-style modeling intuition into robust, explainable machine learning solutions that balance innovation with governance and operational needs.
9 years of coding experience
9 years of employment as a software developer
Doctor of Philosophy - PhD Applied Physics, Doctor of Philosophy - PhD Applied Physics at Columbia UniversityBachelor's degree Physics and Math, Bachelor's degree Physics and Math at Yeshiva University
Stackoverflow
1reputation
0reached
0answers
0questions
Github Skills (10)
toolbox9
tla9
solver9
dft8
quantum-computing8
generic-programming8
expansion7
constraint-programming7
imports6
javascript4
Programming languages (3)
Github contributions (5)
jkarp314/TRIQS_DMFT_examples
Aug 2020 - Aug 2021
Contributions:24 commits, 23 pushes, 1 branch in 1 year
jkarp314/cthyb
Feb 2020 - Mar 2022
A fast and generic hybridization-expansion solver
Contributions:36 pushes, 8 branches in 2 years
guicesattlaplacementexpansion
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