I am pursuing a Master's degree in Biomedical Engineering. As part of my degree, I will work on a pre-thesis project at the Mignot Lab. For the project, I will apply deep-learning to polysomnography data to predict sleep apnea, such as central and obstructive sleep apnea events and hypopnea events. Moreover, the project aims to explain individual detections, improving our understanding of the physiological events pertaining to sleep apnea.