I am currently pursuing a master's degree in biomedical engineering and working at Emmanuel Mignot's Lab as a part of my studies. The focus of my research is to predict mortality using REM sleep features from polysomnography data in combination with deep learning and survival analysis. The expected outcome of the research will be an efficient automatic pre-diagnostic tool for sleep and brain disorders.