Jacob Hinkle
Senior Software Engineer, Deep Learning Frameworks at NVIDIA
Oak Ridge, Tennessee, United States
Summary
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Rockstar🎓
Top SchoolJacob Hinkle is a Senior Software Engineer specializing in deep learning frameworks at NVIDIA with 12 years of experience bridging research and production ML systems. He transitioned from research scientist roles at Oak Ridge National Laboratory and the National Renewable Energy Laboratory, bringing applied domain expertise in bioengineering and computational science grounded by a PhD from the University of Utah and dual BS degrees in mathematics and physics. Jacob focuses on building performant, scalable ML infrastructure that moves algorithms from lab prototypes to GPU-accelerated production, informed by his background in scientific research. Based in Oak Ridge, he combines rigorous experimental methods with software engineering best practices, often translating complex modeling problems into robust code and tooling for large-scale compute environments.
12 years of coding experience
9 years of employment as a software developer
The University of UtahBachelor of Science (BS), Mathematics, Bachelor of Science (BS), Mathematics at Miami University
English, Spanish
Github Skills (54)
python10
astra10
mixture-of-experts10
machine-learning10
linux10
pytorch-lightning10
temporal-data10
deep-learning10
gpu10
computer-vision9
distributed-training9
pytorch9
numpy9
datasets9
autoencoder9
Programming languages (5)
Github contributions (5)
jacobhinkle/hex_interlacing
Jul 2022 - Nov 2022
Contributions:38 commits, 8 pushes in 3 months
jacobhinkle/lagomorph
Jul 2018 - May 2021
Image Registration and Computational Anatomy in PyTorch
Contributions:141 commits, 5 PRs, 45 pushes in 2 years 10 months
pytorchautoencoderwsideep-learninganatomy
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