Bachelor of Science (Engineering), Information and Communication Technology

Comilla University

Research Experience
2025 Academic Assistant: A Robotic System Powered by Retrieval-Augmented Generation
and Fine-Tuned LLMs for Interactive Learning.
It’s an AI-powered Academic Assistant integrating a humanoid robot, Raspberry Pi, and a fine-tuned
DeepSeek 1.5B model with RAG to provide real-time, context-aware academic support.
Supervisor Dr. Dulal Chakraborty, Associate Professor, Department of ICT, Comilla University
1/4
2025 Diabetes Prediction with Explainable AI: A Stacking Ensemble Approach for Better
Accuracy and Interpretability.
Presented at the 2025 International Conference on QPAIN. Developed a stacking ensemble model
combining Random Forest, XGBoost, and Logistic Regression for diabetes prediction. Incorporated SHAPbased
explainability to enhance model interpretability and decision transparency. IEEE copyright transfer
confirmed.