Marcel Prastawa
Senior Machine Learning Scientist at PreciseDx
New York, New York, United States
Summary
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Senior🎓
Top SchoolMarcel Prastawa is a Senior Machine Learning Scientist in New York with 11 years of experience building algorithms and computational platforms that turn large, complex datasets into actionable insight. He blends image processing (registration, segmentation, shape statistics), machine learning (outlier detection, domain adaptation, active learning), and physical simulations (fluid flow, elastic mechanics, cell infiltration, N-body interactions) to create hybrid data-driven and physics-informed solutions. At PreciseDx he applies this multidisciplinary toolkit to real-world biomedical problems, shipping production-ready software that integrates automated analysis with interactive user input. Marcel holds a PhD from UNC Chapel Hill and a BS from Purdue, and is notable for bridging rigorous academic methods with pragmatic engineering to deliver interpretable, simulation-aware ML systems.
11 years of coding experience
B.S., B.S. at Purdue UniversityPh. D., Ph. D. at University of North Carolina at Chapel Hill
Github Skills (18)
image-processing10
segmentation10
vtk10
qt9
python9
slicer9
computed-tomography9
medical-image-computing9
neuroimaging9
medical-imaging9
cross-platform8
itk5
3d-printing5
bids5
tractography5
Programming languages (2)
Github contributions (5)
prastawa/SteeredDeformableRegistration
Jan 2015 - Aug 2015
Contributions:11 pushes in 7 months
prastawa/ExtensionsIndex
Apr 2015 - Sep 2015
Contributions:7 pushes, 5 branches in 4 months
extensionsslicerindex
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