About me

Hii! Welcome to my chaotic little archive of life experiences and works. I am a first year PhD candidate in the team (Epione) at Inria Sophia-Antipolis, France. I am working on multi-modal image registration specifically MRI and Ultrasound Images.

My master’s degree is in the Application of AI in Medical Imaging (MAIA) funded by the European Union and coordinated by the University of Girona, Spain. During this program, I lived, studied and worked in 4 different countries: France, Italy, Spain and the United Kingdom. I did my master’s thesis in Active CT Reconstruction at WEISS, UCL.

I am interested in Machine Learning and Computer Vision and in the recent years, I have been studying and developing projects on their application in Medical Imaging Technology.

Previously, I worked as a Machine Learning Engineer at Fusemachines Nepal.

Education

PhD Candidate [Dec 2023 – Present]

Epione, Inria Sophia-Antipolis

Masters in Medical Imaging and Applications (MAIA) [Sep 2021 – Aug 2023]

University College London, London (Master’s Thesis)
University of Girona, Spain (Sem 3)
University of Cassino, Italy (Sem 2)
University of Burgundy, France (Sem 1)

BE, Computer Engineering [Aug 2015 – Oct 2019]

Kathmandu University, Nepal

Work Experience

Research Intern [Jul 2022 – Sep 2022]

CAMMA Lab, ICUBE, University of Strasbourg, France
Surgical Visual Question Answering on large-scale laparoscopic cholecystectomy video dataset.

Machine Learning Engineer [Jun 2019 – Aug 2021]

Fusemachines Inc., Nepal
Developed a deep learning model for edge detection to perform bone size estimation from x-ray. Also developed several time series forecasting models and time series forecasting python library.