Sayda Umma Hamida graduated from Daffodil International University, Dhaka, Bangladesh, with a master’s degree in Computer Science and Engineering. Her research interests include machine learning applications in mental health and the use of Explainable Artificial Intelligence (XAI) in healthcare. Sayda has professional experience in both academic writing and Full Stack Development, and she is currently collaborating with the United Nations on projects focused on empowering women in Papua New Guinea.