Experience

 
 
 
 
 

Postdoctoral Research Associate

Department of Computer and Electrical Engineering, Northeastern University

Sep 2020 – Present Boston, MA
Working at the intersection of machine learning, computer vision and medical imaging
 
 
 
 
 

Graduate Research Intern

Medical Sieve Radiology Group, IBM Research

Jun 2019 – Sep 2019 San Jose, CA
Worked on improving generalization of convolutional neural networks while classifying medical images from new source
 
 
 
 
 

Graduate Research Assistant

Computational Biomedicine Lab, RIT

Aug 2015 – Aug 2020 Rochester, NY
Worked on machine learning and statistical inference with applications to medical images
 
 
 
 
 

Electronics & Electrical Engineer

Nepal Electricity Authority, Central Office

Mar 2014 – Jun 2015 Kathmandu, Nepal

Projects

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Data Augmentation and Transfer Learning

How to extract transformation from a dataset and use it for data augmentation?

Generalization and Learning Theory

How to understand and improve generalization in deep networks?

Geometric Deep Learning

Apply geometric information while solving inverse problem.

Probabilistic Graphical Model, Generative Model and Inference

Apply probabilistic modeling and inference to solve inverse problem.

Regularization and Semi supervised Learning

Apply smoothness based regularization to help semi supervised learning.

Uncertainty in Deep Learning

How to quantify and interpret uncertainty in deep learning?

Awards and Achievements

IPMI Scholarship

Scholarship awarded to 10 junior scientists by IPMI 2019 conference

GCCIS Travel Grant

Awarded by Golisano College of Computing and Information Sciences to present research work at MICCAI 2017

RIT PhD Merit Scholarship

Financial Support for PhD study at RIT.

Prof. F.N. Trofimenkoff Academic Achievement Award

Awarded for graduating at the top of class (1 out of 346) in B.E. Electronics and Communication, Institute of Engineering.
See certificate

The College Fellowship

Awarded for academic merit and performance

Undergraduate Scholarship

To support tuition during the undergraduate studies at Pulchowk Campus based on the performance in the entrance exam. Entrance Exam Rank: 10 out of 12000

Golden Jubilee Scholarship Award

Awarded based on merit and academic excellence
See certificate

Mahatma Gandhi Scholarship Award

Awarded based on merit and academic excellence
See certificate

Blog Posts

SOME THOUGHTS

From Physics to ML