Naomi Fridman received an M.Sc. degree in Intelligent Systems from Afeka Academic College of Engineering in 2018. She is now pursuing a Ph.D. in Industrial Engineering at Ariel University. She previously earned a B.Sc. in Mathematics and Philosophy from Tel Aviv University and an M.Sc. in Applied Mathematics (cum laude) from the Technion – Israel Institute of Technology. She worked as a Deep Learning Researcher at Philips (2018–2021) and at the Israel Ministry of Health (2020–2023). In 2023, she moved to the Weizmann Institute of Science as a Deep Learning Specialist in molecular biology (2023–2025). Her research topics mainly include deep learning, medical image analysis, biological sequence analysis, breast DCE-MRI, computer vision, and AI-driven imaging biomarkers.