Machine Learning
- HomeFit2K: A Fine-grained Video Dataset for Understanding Exercise Steps, Common Errors, and Physical States in Home Fitness Videos (ECCV 2022 under review)
- MiloTOD: A task-oriented dialogue system designed under home gym setting
- Applying NLP Methods for the Estimation of Disease Incidence
- Learning medical triage from clinicians using Deep Q-Learning
- Online Learning in Limit Order Book Trade Execution
- Manifold Hamiltonian Dynamics for Variational Auto-Encoders
Robotics
- Search & Rescue Robot with 2-D Mapping
- Motor Controller Design & Build for Multi-tasking Robot (ABU Robocon 2014 Contest)