Dr. Wan Siti Halimatul Munirah Wan Ahmad received her B.Eng. degree in electronic engineering, majoring in multimedia, and her M.Eng.Sc. and Ph.D. from Multimedia University, Cyberjaya, Malaysia. She was a Postdoctoral Researcher from 2017 to 2023. Her interest in digital pathology started in 2021, when she joined the Artificial Intelligence for Digital Pathology Centre, Faculty of Engineering, Multimedia University. She is currently with IMU University as research and academic staff, focusing on AI model development on pathological image analysis. Her research interests include medical image analysis, content-based image retrieval, and data mining.