About me
I am a 5th-year Ph.D. candidate in the Computer Science and Engineering department at the University of North Texas, where I am also serving as a Graduate Research Assistant in the Biomedical AI lab. My research focuses on a fast and flexible gesture recognition system that utilizes wearable sensor data for individuals with motor impairments who are unable to speak. I am particularly interested in exploring transfer learning, continual learning, and meta-learning strategies for custom gesture training with a few examples. Recently, I have been incorporating large language model (LLM) reasoning to enhance adaptability and robustness in gesture recognition under limited training data. Under the supervision of Dr. Mark V. Albert and Dr. Weishi Shi, I am utilizing my expertise in deep learning and AI to make a real-world impact and improve the lives of those in need. Previously, I earned my M.S. in Artificial Intelligence from the University of North Texas and my B.Sc. in Computer Science and Engineering from Chittagong University of Engineering and Technology in Bangladesh.
Recent News
- Jan 2025: I successfully passed the coding rounds for the Software Engineer, Machine Learning Internship position at Meta for Summer 2025, but unfortunately, due to headcount limitations, I was not matched with a team.
- Jul 2024: My Ph.D. proposal is officially done.
- May 2024: One research paper is accepted in IJCAI 2024.
- Mar 2023: One research paper is accepted in ICHI 2023.
- Feb 2023: One research paper is accepted by the Journal of Patient-Reported Outcomes.