Roza Bayrak
Senior Reseach Engineer at Vanderbilt University School of Engineering
Nashville-Davidson, Tennessee, United States
Summary
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Rockstar🎓
Top SchoolRoza Bayrak is a Senior Research Engineer and Research Assistant Professor at Vanderbilt with nine years of experience at the intersection of machine learning and brain research. Her PhD work focused on inter-individual variability, producing computational methods to interpret high-dimensional neuroimaging at the individual level to enable precision neuroscience and clinical insights. She brings deep expertise in large-scale data analysis, traditional and deep learning (including spherical CNNs for brain surface data), time-series modeling, signal processing, and reproducible replication studies. Roza has a track record of translating research into tools—developing interactive visual analytics and robust models that estimate physiological signals from fMRI—while also teaching and mentoring across undergraduate and graduate courses. Based in Nashville, she combines rigorous engineering with a curiosity for what makes individuals unique, often prioritizing model generalizability and interpretability in translational neuroimaging.
8 years of coding experience
7 years of employment as a software developer
Master of Science - MS, Electrical Engineering, Master of Science - MS, Electrical Engineering at Tufts UniversityDoctor of Philosophy - PhD, Computer Science, Doctor of Philosophy - PhD, Computer Science at Vanderbilt UniversityNon-degree, Cognitive Science, Non-degree, Cognitive Science at Orta Doğu Teknik Üniversitesi / Middle East Technical UniversityBachelor of Science - BS, Electronic and Communication Engineering, Bachelor of Science - BS, Electronic and Communication Engineering at Çankaya University
Turkish, English
Stackoverflow
1reputation
0reached
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Github Skills (31)
science8
data-science7
issue-tracking7
bids6
deep-learning6
machine-learning6
pytorch6
metamodel5
psychology5
neuroimaging5
anaconda5
coding5
peak-detection5
self-attention4
javascript4
Programming languages (10)
Github contributions (5)
rgbayrak/rgbayrak.github.io
Sep 2020 - Oct 2023
Contributions:223 pushes, 1 branch in 3 years 2 months
neurdylab/deep-physio-recon
Jul 2020 - Jun 2022
Contributions:75 commits, 2 PRs, 97 pushes in 1 year 11 months
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