I am Francis Rudra D Cruze, currently pursuing an MS in Computer Science and Engineering (Data Science) at East West University, Bangladesh. I completed my B.Sc. in Computing and Information System with a major in Artificial Intelligence in IoT from Daffodil International University. I am working as a Research Assistant (Student) at the Center for Advanced Machine Learning and Applications (CAMLAs), where my research focuses on medical image processing, deep learning, explainable AI, and applied machine learning. My work emphasizes attention-based models, transformer architectures, hybrid CNN–RNN frameworks, and feature selection techniques for disease diagnosis and healthcare analytics. Previously, I worked as an AI software engineer at the DIU AI Research Lab, contributing to the development and deployment of AI-driven applications using Python, PyTorch, TensorFlow, FastAPI, and cloud-based CI/CD pipelines. My academic interests include medical imaging, sequence modeling, bioinformatics-driven machine learning, and interpretable AI for healthcare applications. I aim to pursue an academic career focused on impactful research, interdisciplinary collaboration, and advancing AI methodologies for real-world biomedical problems.