I am Safiul Haque Chowdhury, a Computer Science and Engineering student with a deep passion for Machine Learning. My expertise lies in applying a diverse range of algorithms and techniques, particularly in the domain of Explainable Artificial Intelligence. I take great pleasure in generating AI-driven simulations of human diseases and rigorously testing them with various SVM algorithms, ensembling methods, grid searches, and employing feature reduction techniques like RFE, PCA, and LDA. I am meticulous about evaluating parameters such as precision, recall, F1 score, sensitivity, specificity, and kappa. My goal is to make significant contributions to the Computer Science and Engineering community. I am an avid learner, always eager to explore new AI technologies and expand my knowledge in the field.