Jacob Reinhold
Senior Machine Learning Engineer at JPMorgan Chase & Co.
New York, New York, United States
Summary
👤
Senior🎓
Top SchoolJacob Reinhold is a Senior Machine Learning Engineer with 11 years of experience building production-ready ML systems, from LLM-powered customer chatbots to the Kubernetes-backed JupyterHub platform serving 200+ daily users. He blends research-grade statistical tooling and causal inference—work that uncovered $100M in product opportunities at Meta—with pragmatic MLOps and infrastructure engineering at institutions like MSK and JPMorgan. Comfortable across cloud-native stacks (AWS EKS, Kubernetes), modern web tech (Next.js, React, TypeScript), and Python package development, he focuses on making research reliable and repeatable in production. A former Marine Corps sergeant, he brings operational rigor and leadership to cross-functional teams and has a track record of turning complex academic models into deployed clinical and commercial tools.
11 years of coding experience
8 years of employment as a software developer
Bachelor of Science (BS), Electrical Engineering, 3.75/4.00, Bachelor of Science (BS), Electrical Engineering, 3.75/4.00 at The University of Texas at AustinJohns Hopkins UniversityCity University of New York-Brooklyn College
Stackoverflow
1reputation
0reached
0answers
0questions
Github Skills (120)
python10
economics10
regression10
ppl10
causality10
econometrics10
gsl10
nifti10
math-library10
mri10
image-translation10
standardization10
causal-inference10
normalization10
pgm10
Programming languages (12)
Github contributions (5)
jcreinhold/synthtorch
Nov 2018 - Sep 2021
deep neural network-based image translation/synthesis
Contributions:1 release, 202 commits, 265 pushes in 2 years 11 months
image-translationneural-networkimage-synthesismrideep-learning
jcreinhold/counterfactualms
Oct 2020 - Apr 2021
counterfactuals for magnetic resonance images of multiple sclerosis
Contributions:259 commits, 7 pushes, 7 branches in 5 months
causalityscmpgmppl
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