Hi! I completed Ph.D. in Intelligent Systems and Robotics at the University of West Florida and Assistant Professor of Computer Science at the Jahangirnagar University, (study leave) with a decade of experience. Previously, I obtained an M.S. in Computational Science from East Texas A&M University, Commerce in 2014 and a B.Sc. in Electronics and Computer Science from Jahangirnagar University in 2001. In my career, I worked to teach, mentor, and do research for undergraduate and graduate as full time and part-time faculty in the domains of data science, computer science, and information systems and technologies. Also, I got chance to work as Java Developer for US projects.
For cutting-edge research, I designed and implemented a range of advanced AI systems, including fine-tuned models, LLM-based embeddings to train traditional ML models, RAG-enhanced LLMs, and agentic AI systems—working with both tabular/numeric and text datasets. I also developed RAG-ViT and RAG-VLM architectures for image datasets. PhD dissertation is on “Local Agentic AI System for HIPAA Compliance" where I was advised by Dr. Guillermo Francia III and Dr. Hossain Shahriar.
I focus to take advantages of using agentic AI and Large Language Models (LLMs) to my research. My research interests include Cybersecurity & Healthcare (Agentic AI, LLMs, Big Data, Quantum ML & Dynamic Analysis) and I published in top machine learning conferences such as WISE, CAI, COMPSAC, Big Data conference, etc. Please see GOOGLE SCHOLAR and find CV for more details.