Jacob Hatef
Graduate Research Assistant
Crofton, Maryland, United States
Summary
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Rockstar🎓
Top SchoolJacob Hatef is a graduate research assistant and PhD candidate in computer science at The Ohio State University with five years of experience applying high-performance computing and deep learning to biomedical imaging. He has developed and evaluated denoising models for MRI reconstruction, pruned multi-coil Pilot Tone data for cardiac triggering, and co-authored peer-reviewed work presented at ISMRM. His internship at Verizon explored neural style transfer from 2D images to 3D meshes for VR/AR avatars, demonstrating practical experience with PyTorch and TensorFlow and differential rendering. Based in Crofton, Maryland, he combines hands-on model development and data processing with teaching and grading roles that reflect strong communication skills. An understated strength is his ability to bridge applied research and production-minded engineering, moving prototypes toward real-world imaging and XR applications.
5 years of coding experience
2 years of employment as a software developer
Doctor of Philosophy - PhD, Computer Science, Doctor of Philosophy - PhD, Computer Science at The Ohio State University
Github Skills (50)
transformers10
pytorch10
language-model10
parallel10
optimizers10
switch10
mixture-of-experts10
machine-learning10
inference10
reinforcement-learning10
huggingface-transformers10
dqn10
data-parallelism10
deepspeed10
deep-learning10
Programming languages (3)
Github contributions (5)
jahatef/jahatef
Nov 2021 - Nov 2023
Contributions:5 pushes, 1 branch in 2 years
jahatef/TransformerSizing
Aug 2023 - Dec 2023
Contributions:1 PR, 14 pushes, 3 branches in 3 months
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