Brandon Ginley
Principal Engineer AI ML&DH at Johnson & Johnson Innovative Medicine
Buffalo-Niagara Falls Area United States
Summary
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Senior🎓
Top SchoolBrandon Ginley is a Principal Engineer in AI/ML&DH with a PhD in Computational Cell Biology and a B.S. in Biomedical Engineering, bringing a decade of experience applying computer vision and machine learning to histopathology. He combines deep domain expertise in renal pathology with hands-on algorithm development for image segmentation and automation of tissue analysis, now driving AI efforts at Johnson & Johnson Innovative Medicine. His work bridges bench-to-software translation—reducing biopsy turnaround and augmenting pathologist workflows—rooted in extensive academic research and postdoctoral experience at the University at Buffalo. Comfortable moving models from research into regulated, clinical-adjacent environments, he has a rare blend of clinical perspective (former EMT) and computational rigor. That cross-disciplinary background informs pragmatic, impact-focused solutions aimed at improving diagnostic speed, consistency, and healthcare outcomes.
10 years of coding experience
9 years of employment as a software developer
Doctor of Philosophy - PhD, Computational Cell Biology, Anatomy, and Pathology, Doctor of Philosophy - PhD, Computational Cell Biology, Anatomy, and Pathology at University at Buffalo
English, Latin
Stackoverflow
249reputation
22kreached
0answers
18questions
Github Skills (14)
iteration6
casting6
matlab6
indexing6
masking6
forloop6
ceil6
if-statement6
microscopy4
python3
cell2
pytorch2
ai1
ml1
Programming languages (1)
Github contributions (5)
SarderLab/DN_classification
May 2019 - Sep 2020
Contributions:97 commits, 1 PR, 94 pushes in 1 year 4 months
SarderLab/IFTA_segmentation
Nov 2020 - Nov 2020
Contributions:13 commits, 12 pushes, 1 branch in 1 day
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