Mehul Sampat
Machine Learning Technical Lead at Flywheel.io
California, United States
Summary
👤
Senior🎓
Top SchoolMehul Sampat is a Machine Learning Technical Lead in California with nearly a decade focused on medical image analysis, statistical pattern recognition, and machine learning. He has deep expertise in image registration, feature extraction, texture analysis, and segmentation, and has driven AI initiatives to production across clinical imaging modalities. Mehul’s career bridges academia and industry—from postdoctoral and faculty research on MRI biomarkers at top medical centers to principal architect and leadership roles delivering production algorithms at BioClinica, Clario, and Flywheel.io. Proficient in C, MATLAB, Python and R, he builds end-to-end classification pipelines and keeps teams current with the latest deep learning advances. Less obvious: his work emphasizes rigorous evaluation and error estimation of volumetric image processing methods, a strength that reduces clinical risk when moving models into practice.
8 years of coding experience
12 years of employment as a software developer
PhD, Biomedical Engineering, PhD, Biomedical Engineering at The University of Texas at AustinBE, Biomedical Engineering, BE, Biomedical Engineering at Dwarkadas J. Sanghvi College of Engineering
Github Skills (60)
heatmap10
imaging9
segmentation9
mask9
keras9
contrast9
object-detection9
computer-vision8
deep-learning8
medical-image-computing8
privacy-protection8
polygon8
flywheel8
pii8
pytorch8
Programming languages (3)
Github contributions (5)
mpsampat/DSB_2018_Parameter_Selection_For_Matterport_Mask_RCNN
Apr 2018 - Jun 2019
Contributions:5 commits, 1 PR, 7 pushes in 1 year 1 month
mpsampat/mpsampat.github.io
Mar 2019 - Dec 2019
Build a Jekyll blog in minutes, without touching the command line.
Contributions:47 pushes in 9 months
jekyll-blogjekylljekyll-thememinutes
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