Maryam is a researcher at the SPaN-AD Lab, where she uses a combination of statistical analysis and machine-learning methods to extract insights from complex data. Her current work focuses on speech recordings from individuals who show no clinical symptoms of Alzheimer’s disease, aiming to determine whether speech acoustics can distinguish cognitively healthy APOE-ε4 carriers from non-carriers.