As a Ph.D. candidate in Computer Science at Florida State University, my research focuses on understanding, enhancing, and ensuring the robustness and explainability of multimodal systems, including vision-language models and large language models. I apply advanced machine learning techniques to improve the reliability and security of AI systems, with a particular interest in visual reasoning, adversarial attacks, and image analysis.
Education
PhD in Computer Science from Florida State University; BSc in Computer Science and Engineering from Bangladesh University of Engineering and Technology
Background
Ph.D. candidate in Computer Science at Florida State University, focusing on the robustness, explainability, and interpretability of multimodal systems. Research spans AI security, model vulnerabilities, and enhancing vision-language understanding.