Muhideen is a rising senior at Lincoln University, currently engaged in Undergraduate Research at Stanford under the guidance of Professor Sanmi Koyejo. His research focuses on fairness and equity in machine learning, aiming to ensure that models predictions are fair and equal to all individuals. Muhideen’s research interests encompass the broader field of machine learning, particularly in its application within Healthcare and Blockchain domains. By exploring the intersection of machine learning, fairness, and equity, Muhideen aims to contribute to the development of ethical and inclusive systems that benefit diverse populations.