Sandesh Ghimire
Senior Machine Learning Researcher Engineer at Qualcomm
San Diego, California, United States
Summary
👤
Senior🎓
Top SchoolSandesh Ghimire is a senior machine learning researcher and engineer blending probabilistic inference with deep learning to advance medical imaging and computer vision, with about eight years of experience. Based in San Diego, he currently drives ML research at Qualcomm, focusing on scalable solutions at the intersection of ML and medical imaging. He earned a Ph.D. in Computing and Information Sciences from Rochester Institute of Technology and previously conducted postdoctoral research at Northeastern University, exploring ML, medical image analysis, and computer vision. His early career spans engineering and teaching roles in Nepal, including work at the Nepal Electricity Authority and as an assistant lecturer, reflecting a trajectory that combines theory with practical problem solving. His research spans Gaussian processes, Bayesian inference, VAE/GANs, time-series deep networks, and inverse problems like ECGI, with a current emphasis on generalization and uncertainty in deep networks for medical imaging. He brings a global perspective and a track record of translating complex biomedical ML concepts into deployable, robust solutions.
8 years of coding experience
9 years of employment as a software developer
Doctor of Philosophy (Ph.D.), Computing and Information Sciences, Doctor of Philosophy (Ph.D.), Computing and Information Sciences at Rochester Institute of TechnologyBachelor of Engineering (B.E.), Electronics and Communication Engineering, Graduated at the top of class, Bachelor of Engineering (B.E.), Electronics and Communication Engineering, Graduated at the top of class at Tribhuvan University, Institute of Engineering, Pulchowk Campus, Kathmandu
Nepali, English
Github Skills (2)
localize4
python2
Github contributions (5)
CECGImaging/CEI_PacingSiteLocalization
May 2017 - Jul 2020
Contributions:1 PR, 9 pushes, 2 branches in 3 years 2 months
python-codesiteslocalizepython
sandeshgh/Improving-Generalization
Nov 2018 - May 2019
Contributions:21 commits, 2 pushes in 5 months
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