Selected Publications include 'Model-based exploration is measurable across tasks but not linked to personality and psychiatric assessments' in Scientific Reports, 'How Can We Characterize Human Generalization and Distinguish It from Generalization in Machines?' in Current Directions in Psychological Science, and more.
Research Experience
Research Scientist at the Institute for Human-Centered AI at Helmholtz Munich; Previously worked at the Max Planck Institute for Biological Cybernetics in Tuebingen; Developed machine-learning pipelines as a senior data scientist in the banking sector.
Education
PhD in Cognitive and Mathematical Psychology, Cognitive Psychology Unit, University of Zurich.
Background
Research Interests: Developing general theories of cognition, focusing on cognitive processes; Understanding how mental representations allow us to interact flexibly with the world; Understanding the relevance of cognitive constructs for everyday behavior. Accomplishing this by combining experimental and individual differences approaches and using computational & statistical models.