Teaching

My teaching spans artificial intelligence, databases, network security and computer vision, alongside research supervision and contributions to AI education in Nepal.

University of Aberdeen

Foundations in Artificial Intelligence
2025/26 · 2023/24 · 2022/23

Principles and Practice of Database Systems
2024/25 · 2023/24 · 2022/23

Foundations in Network Security System
2023/24

Undergraduate thesis supervision

I have supervised 10 undergraduate theses at the Aberdeen Joint Institute.

Yingjie Lie, a 2025/26 graduate of the Aberdeen Joint Institute for whom I was the primary thesis supervisor, received the best undergraduate thesis award among a cohort of 300 students. He is now pursuing a master’s degree at Johns Hopkins University (JHU).

Doctoral and research supervision

Current supervision in the Multimodal Learning Lab spans clinical AI, surgical perception, hallucination detection in vision–language models and surgical world models. The Team page records current doctoral and MSc by Research projects, research assistants, and the subsequent destinations of former members and mentees.

Imperial College London

Selected Topics in Computer Vision
Teaching Assistant · Department of Electrical and Electronic Engineering · 2019

Machine Learning for Computer Vision
Teaching Assistant · Department of Electrical and Electronic Engineering · 2018

International AI education

Nepal Winter School in AI
Speaker at the first, second and fourth editions, in Kathmandu and Pokhara. My contributions also include programme and general chair roles, detailed on the Service page.