Alex Fedorov
Research Assistant Professor at Emory University
Atlanta, Georgia, United States
Summary
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Senior🎓
Top SchoolAlex Fedorov is a Research Assistant Professor at Emory University with 11 years of experience developing self-supervised, multimodal, and generative AI methods for medical imaging. He has a strong academic foundation (PhD, MS) and a track record of translating unsupervised representation learning into neuroimaging tools and publications, including work on Deep InfoMax and brain segmentation tools like MeshNet and Brainchop. His industry research internships at Meta, Microsoft, and Descript advanced large-scale self-supervised models for video and audio, complementing his academic focus on robustness and interpretability. Alex bridges theory and practice, designing mutual information–based objectives and scalable training for real-world biomedical datasets. Based in Atlanta, he leads translational projects at the Center for Data Science that aim to make complex deep learning methods accessible to clinical researchers. A less obvious strength is his cross-disciplinary fluency—from low-level C/ASM implementations early in his career to state-of-the-art transformer-based models—enabling both efficient system design and cutting-edge algorithmic innovation.
12 years of coding experience
9 years of employment as a software developer
Doctor of Philosophy - PhD, Electrical and Electronics Engineering, Doctor of Philosophy - PhD, Electrical and Electronics Engineering at Georgia Institute of TechnologyMaster of Science - MS, Electrical Engineering, 3.83/4.33, Master of Science - MS, Electrical Engineering, 3.83/4.33 at The University of New MexicoBachelor’s Degree, Applied Mathematics, 4.42/5, Bachelor’s Degree, Applied Mathematics, 4.42/5 at National Research University of Electronic Technology (MIET)
English
Github Skills (32)
opencv10
text-segmentation10
image-processing10
metric-learning10
text-classification10
distributed-computing10
image-segmentation10
recommender-system10
object-detection10
computer-vision10
image-classification9
reinforcement-learning9
pytorch9
python9
machine-learning9
Programming languages (6)
Github contributions (5)
Entodi/Boosting-Sex-Identification-Performance
Aug 2015 - Oct 2023
Contributions:29 pushes, 1 branch in 8 years 3 months
Entodi/MeshNet
Jul 2017 - Mar 2018
Contributions:37 commits, 33 pushes, 1 branch in 8 months
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