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Nicolas Frey is a Human Factors Engineer and Data Scientist and is a research associate in the Patient Monitoring and Alarm Management group at the Institute for Medical Informatics. He worked there as a SHK during his studies and wrote a master thesis on alarm management in COVID-19 intensive care units. During his master studies in Human Factors at the TU Berlin, he designed the specialization track Data Science for Human Factors and additionally took modules in machine learning and quantitative methods. Currently, Nicolas is working on the Inter-Agent project.