Sameer Shrestha is a research assistant working in TOGAI lab. He has completed Bachelor's in Computer Technology from Thapathali Campus. His major interests lie in Representation Learning, Stochastic Processes, and Mathematical Programming. At NAAMII, his work focuses on extracting rich representations from surgical and ultrasound videos for downstream tasks. Independently, his works usually focus on generator matching.