About me

Hii! I am a third 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.

I completed my master’s degree in the Application of AI in Medical Imaging (MAIA), a European Union-funded program coordinated by the University of Girona, Spain. During the program, I lived, studied, and worked across four countries: France, Italy, Spain, and the United Kingdom. My master’s thesis focused on 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.