Gregory Rehm
Senior Software Engineer ML at Meta
Redwood City, California, United States
Summary
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Senior🎓
Top SchoolGregory Rehm is a Senior Software Engineer specializing in ML with 13 years of experience and a PhD in Computer Science from UC Davis. He blends production-focused ML engineering—optimizing GPU training and inference at Meta—with clinical ML research that earned an NIH F31 and resulted in 11 publications and a patent-worthy commercialization at ResMed. Gregory has led small engineering teams through deployment and commercialization, built IoT data-collection pipelines for medical time series, and accelerated on-device inference with TensorRT/OpenVINO during industry internships. Based in Redwood City, he combines deep academic rigor with pragmatic systems and DevOps experience, from managing fleets of servers to reducing cloud GPU spend. A detail that sets him apart: he has hands-on experience instrumenting Raspberry Pi networks to capture high-frequency clinical signals that powered his doctoral models.
13 years of coding experience
12 years of employment as a software developer
Doctor of Philosophy - PhD, Computer Science, Doctor of Philosophy - PhD, Computer Science at University of California, DavisDrew UniversityBS, Mathematics, 3.65, BS, Mathematics, 3.65 at Georgia State University
Chinese, Spanish
Github Skills (164)
ansible-role10
hierarchical-clustering9
ansible9
adversarial-learning9
energy9
python9
few-shot-learning9
adaptation9
webserver9
bluetooth-low-energy9
stock9
zillow9
image-translation9
amazon-api9
fuzzy-c-means9
Programming languages (11)
Github contributions (5)
hahnicity/ventmode
Apr 2020 - Oct 2021
Contributions:17 commits, 46 pushes, 1 branch in 1 year 6 months
hahnicity/pytorch-lung-segmentation
Oct 2018 - Mar 2020
Contributions:8 commits, 7 pushes, 1 branch in 1 year 5 months
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