Experience

Graduate Research Assistant

• Golisano College of Computing and Information Sciences, Rochester Institute of Technology [Aug 2022 — 2027 (expected)]
• Researching in the field of Continual Learning and Test Time Adaptation at Lab of Use-inspired Computational Intelligence.

Machine Learning Engineer

• Fusemachines, Kathmandu, Nepal [Sep 2019 — Jun 2022]
• Worked on the design of machine learning pipeline and implementation of deep learning models for four industry projects.
• Developed course materials for Fusemachines microdegree, fuseAI program, focusing on Computer Vision, Transformer-based Natural Language Processing, and Time Series Analysis.

“Mathematics for AI” Instructor

• fuseAI and Herald College, Kathmandu, Nepal [Jan 2021 — Jun 2021]
• Instructed undergraduate course covering fundamental mathematics for machine learning, including Linear Algebra, Calculus, Probability and Statistics, and Information Theory.

AI Internship

• Leapfrog Technology, Kathmandu, Nepal [Jan 2019 to Jun 2019]
• Worked in license plate localization with standard convolutional neural networks and different loss functions.
• Trained to build a face recognition system with face detection, point-based face alignment, face embedding model, and nearest-neighbor classifier.