Umair Mohammad is a Postdoctoral Associate at Florida International University (FIU) in the Knight Foundation School of Computing and Information Sciences (KFSCIS). Umair earned his PhD in Electrical Engineering from the University of Idaho in 2020. His current research interests include edge machine learning (ML), mobile edge computing, and ML for biomedical event prediction. Umair is particularly interested in early epileptic seizure prediction, developing suitable datasets and advanced deep learning for improving prediction sensitivity.