Ranju Kumari Shiwakoti obtained her Bachelor’s degree in Electronics and Communication Engineering from Tribhuvan University, Nepal, in 2010, followed by an M.Sc. in Information and Communication Engineering from the same university in 2014. She began her teaching career as a Lecturer at Kathmandu Engineering College in September 2010, where she remained until April 2018. Subsequently, she joined as an Assistant Professor in the Department of Electronics & Computer Engineering at the Institute of Engineering Pulchowk Campus, Lalitpur, Nepal, in May 2018. Currently, she is pursuing her Ph.D. as a doctoral student at the School of Information, Computer, and Communication Technology at Sirindhorn International Institute of Technology, Thammasat University. Her research interests encompass electricity load forecasting, machine learning, and deep neural networks.