I received the B. Eng. in Electronics Engineering from National College of Engineering, Tribhuvan University of Nepal in 2009; Masters of Engineering in Computer Engineering from Nepal College of Information Technology, Pokhara University of Nepal in 2014 and obtained my PhD in Computational Sciences (computer Science) from University of Southern Mississippi (USM) in July, 2021. My current research interests include machine learning, deep learning and high-performance computing including TinyML.
Education: Ph.D. in Computational Science (Computer Science) (January 2016-July 2021)
University of Southern Mississippi
Research Topic: Vision-Based Human Activity Recognition Using Machine Learning and Deep Learning Architecture:
Research Area includes Implementing Machine learning and Deep learning architecture for recognizing and analyzing the behavior of human activity from the video for activity recognition and behavioral analysis in different domain such as daily life and sports.
Research Application includes in fields such as Human-computer interaction, health care and security.
Advisor: Dr. Zhaoxian Zhou
Master’s Degree (August 2010-June 2014)
Master of Engineering in Computer Engineering (MECE)
Pokhara University,
Nepal College of Information Technology (NCIT)
Thesis: Simulation on Effect of Doppler shift in Fading channel and Imperfect
Channel Estimation for OFDM in Wireless Communication.”
Advisor: Dr. Sudan Jha
Bachelor’s Degree (2005-May,2009)
Bachelor in Electronics and communication Engineering
Tribhuvan University,
National College of Engineering (NCE)
Final Year Project: Hi- Tech poultry farming
The project focuses on microcontroller based automated system which maintains Temperature and Heat Control System, Feeding System and Air Circulation System designed for poultry farming without any direct human control.