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
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Github Skills (173)
python10
image-processing10
economics10
resolver10
double10
fairness-ml10
graphical-models10
causality10
econometrics10
controlling10
gsl10
sdk10
decision-making10
computer-vision10
mri10
Programming languages (11)
Github contributions (5)
jcreinhold/pymedio
Dec 2021 - Oct 2022
Contributions:29 releases, 186 commits, 56 pushes in 10 months
jcreinhold/tiramisu-brulee
May 2021 - Jan 2022
A 2D and 3D PyTorch implementation of the Tiramisu CNN
Contributions:39 releases, 470 commits, 4 PRs in 8 months
pytorchlesion-segmentationdeep-learningconvolutional-neural-networkmri
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