Ferdaous delves into AI-based methods to examine gynecological tissue specimens images. Prior to her doctoral program, Ferdaous received an MSc in Medical Biotechnology "bioinformatics option" and a Licence in Mathematics and Computer Science. Ferdaous is also a recipient of the 2024 Edition of the Coimbra Group Scholarship Programme for Young Researchers from the European Neighbourhood and is currently conducting research at the university of Granada.