Abhishek Sambyal
Postdoctoral Researcher at University of Oulu
Jammu, Jammu and Kashmir, India
Summary
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Senior🎓
Top SchoolAbhishek Sambyal is a postdoctoral researcher with 11 years of experience focused on confidence calibration and uncertainty quantification in deep learning for medical imaging, currently working in the Intelligent Medical Systems group at the University of Oulu. He completed a PhD in Computer Science at IIT Ropar after a background spanning academia and industry, including prior roles as an assistant professor and software engineer. His work bridges rigorous research and applied healthcare ML, emphasizing trustworthy model outputs that matter for clinical decisions. Having attended Oxford’s Machine Learning and Healthcare summer school and led projects across India and abroad, he combines practical engineering experience with deep academic training. Colleagues can expect a researcher who centers uncertainty-aware methods to make AI safer and more actionable in real-world medical settings.
11 years of coding experience
3 years of employment as a software developer
Non-Medical, Non-Medical at Model AcademyB.S.F. Sr. Sec. School, JammuMaster of Technology (M.Tech.), Computer Science and Engineering, Master of Technology (M.Tech.), Computer Science and Engineering at Bangalore Institute Of TechnologyDoctor of Philosophy - PhD, Computer Science, Doctor of Philosophy - PhD, Computer Science at Indian Institute of Technology, RoparBachelor of Engineering (B.E.), Computer Science and Engineering, Bachelor of Engineering (B.E.), Computer Science and Engineering at Model Institute of Engineering and Technology
Github Skills (24)
altium-designer10
qualcomm10
openipc10
aircrack-ng10
modification10
realtek10
representation-learning9
autoencoder9
denoising9
unsupervised-learning9
self-supervised-learning8
imaging8
code-completion7
code-analysis6
pytorch6
Programming languages (2)
Github contributions (5)
abhisheksambyal/Autoencoders-using-Pytorch-Medical-Imaging
Oct 2018 - Apr 2019
Medical Imaging, Denoising Autoencoder, Sparse Denoising Autoencoder (SDAE) End-to-end and Layer Wise Pretraining
Contributions:19 commits, 20 pushes, 1 branch in 5 months
autoencoderdenoisingimagingautoencoders-fashionmnistautoencoder-segmentation
abhigoogol/Machine-Learning-Andrew-Ng-Coursera-Course-Solutions
Oct 2016 - Dec 2016
Contributions:4 commits, 3 pushes, 1 branch in 2 months
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