Magdalena is Assistant Professor of Music Technology and Integrated Design & Media at the Music and Audio Research Lab (MARL) and Integrated Design & Media (IDM) at New York University (NYU). Previosly, she was a Postdoctoral Faculty Fellow at MARL and the Center for Urban Science and Progress (CUSP) at NYU. Magdalena did her Ph.D. at Université Paris Saclay in France, in the ADASP group at Télécom ParisTech, and L2S at CentraleSupélec. Before that, she obtained a B.Eng. in Electrical Engineering at Universidad de la República, Uruguay, where she also worked as a research and teaching assistant at the Engineering School and the Music School.

Her research interests include Machine Listening, Human-Centered Machine Learning, Multimodal Representation Learning, Self-Supervised Learning, Music Information Retrieval and Environmental Sound Analysis.