I am a PhD student in Computer Science at Kennesaw State University, holding both BSc and MSc degrees from BRAC University. My research focuses on Health Data Science, Speech and Audio Machine Learning, and Healthcare AI, with a particular interest in leveraging human voice and speech as potential biomarkers for neurological and respiratory conditions.
My work explores the application of Artificial Intelligence, Machine Learning, and Speech Foundation Models to develop reliable, generalizable, and clinically meaningful approaches for disease detection and assessment. My long-term research goal is to contribute to the development of intelligent speech-based foundation models that can advance healthcare accessibility, early disease screening, and clinical decision support.
Beyond my primary research, I have broader interests in Multimodal AI, Computer Vision, Edge Computing, Human–Computer Interaction, and Smart Technologies. I am particularly motivated by interdisciplinary research that bridges advances in machine learning with real-world challenges and creates meaningful societal impact.