Ashwin Samudre
Research Engineer at Allen Institute
Seattle, Washington, United States
Summary
🤩
Rockstar🎓
Top SchoolAshwin Samudre is a research engineer based in Seattle with eight years of experience applying computer vision, deep learning, and graph representation learning to scientific imaging problems. He has driven projects across institutions like Allen Institute, EMBL, CNRS and Simon Fraser University, producing methods for 3D instance segmentation, SMLM structural analysis, and automated blood-cell classification that helped spin out a startup and resulted in peer-reviewed publications. Comfortable moving between prototype pipelines and rigorous research, Ashwin blends image analysis, trajectory/graph processing, and few-shot transfer learning to solve sparse, noisy, and volumetric data challenges. He has a strong background in high-performance computing and open-source tool development from earlier work at CERN and KDE, demonstrating an ability to ship practical tooling as well as novel algorithms. Known for turning domain-specific microscopy problems into generalizable ML solutions, he pairs academic rigor with product-focused delivery.
8 years of coding experience
4 years of employment as a software developer
Bachelor of Engineering - BE, Computer Engineering, Bachelor of Engineering - BE, Computer Engineering at Pune Institute of Computer TechnologyMaster of Science - MS, Computer Science, Master of Science - MS, Computer Science at Simon Fraser University
Github Skills (141)
siggraph10
dice-coefficient10
semantic-segmentation10
science9
data-management9
segmentation9
storage9
network9
semantic8
pytorch8
pruning7
deep-learning7
jquery7
model-compression7
csi7
Programming languages (10)
Github contributions (5)
kiryteo/kiryteo.github.io
Apr 2018 - Jul 2024
Contributions:88 pushes in 6 years 3 months
simple-websitebeautiful-jekylljekylljekyll-thememinutes
kiryteo/root
Mar 2018 - Jun 2018
Contributions:47 releases, 2 PRs, 107 pushes in 2 months
roboticscpproot
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