I am a graduate of the Department of Computer Science & Engineering at East West University, Dhaka, Bangladesh, having completed my B.Sc. in CSE in February 2026 with a CGPA of 3.61/4.00. I specialize in machine learning for security, medical image analysis, and health informatics, with the goal of building practical, AI-based solutions to complex problems. I have multiple SCIE/Scopus-indexed publications and several peer-reviewed conference papers. My research explores ways to improve model performance and data processing so that decisions are accurate, robust, and interpretable.
Long-term Research Goal: To design interpretable, clinically applicable, and deployable AI systems for multi-cancer and neurological disease detection through multimodal imaging integration.
Research Interests: Precision AI in Healthcare | AI in Precision Agriculture | Medical Imaging | Machine Learning in Cybersecurity | Health Informatics
Leading lab sessions, grading assignments, and mentoring undergraduate students in mathematics, physics, and computational courses.
Working under Prof. Jia Uddin, Ph.D. at MSIP Lab on AI/ML research projects focusing on medical imaging and deep learning applications.
Led lab sessions, graded assignments, and mentored projects in Python, data analysis, and AI.
Built robust ML/DL pipelines from data collection to deployment. Focus on reproducibility and clarity.
Multi-class medical image classification system for analyzing various cancer types from medical images. Designed for potential clinical deployment with interpretable results.
Python · TensorFlow · CNN · Grad-CAM · Hugging Face
CNN-based classification pipeline for brain tumor detection from MRI images with Grad-CAM visualization for interpretability.
Python · PyTorch · Medical Imaging · Explainable AI
Developing an AI system with Large Language Models enhanced by Retrieval-Augmented Generation (RAG) for intelligent query processing.
Python · LangChain · Vector DB · OpenAI API
Predict academic outcomes using socioeconomic & behavioral features. Emphasis on interpretability.
Python · Pandas · scikit-learn · SHAP
CNN-based classification pipeline for early disease detection with careful augmentation and eval.
TensorFlow/Keras · OpenCV · Grad-CAM
An interactive assistant that predicts dengue risk based on user inputs and model outputs.
Hugging Face Space · Python · scikit-learn
Professor, AI and Big Data Department
Endicott College, Woosong University, Daejeon, South Korea
🏆 Top 2% Scientist in 2025 (topscinet.com)
Current Role: Research Supervisor (MSIP Lab) — October 2025 to Present
Professor & Dean
Faculty of Sciences and Engineering, East West University, Dhaka, Bangladesh
Role: Academic Supervisor & Mentor
Professor
Institute of Information and Communication Technology (IICT), BUET, Dhaka, Bangladesh
Research: Software Engineering, Database, Optical Communications
📧 mdsaifulislam@iict.buet.ac.bd
Role: Research Collaborator & Advisor
Open to research collaborations, internships, and ML/DL projects in healthcare and AI.