Fatima-Zahrae Nakach is a first-year Ph.D. student at the UM6P, in the MSDA Lab. She received her engineering degree in Web Intelligence from the Computer Science and Systems Analysis School (ENSIAS, University Mohammed V, Rabat, Morocco) in 2021. Her doctoral research investigates the use of multi-modal machine learning and ensemble learning for the diagnosis and treatment of breast cancer, her work is conducted under the research project “Machine Learning based Breast Cancer Diagnosis and Treatment”.