Hali Lindsay is a researcher at the German Center for Artificial Intelligence (DFKI) where her research focus on identifying early signs of cognitive impairment through speech analysis, machine learning, and artificial intelligence. She currently works on the Mephesto project at DFKI with the research goal of collecting a longitudinal, multilingual corpus of video and speech of clinical interactions for the development of quantitive markers for schizophrenia, bipolar disorder and depression. She is motivated to do this research because of the impact it could have for both clinicians and patients.