About
Research
As a doctoral researcher at the Centre for Digital Health Interventions at ETH Zurich, I work on user churn prediction and prevention in Digital Health Interventions (DHIs). My research aims to help stakeholders develop more effective and compelling DHIs. In collaboration with healthcare industry partners, we analyze longitudinal data sets of real-world mHealth interventions to identify factors that influence user adherence. We are further developing machine learning models to predict churn and nonadherence in DHIs to create actionable insights for targeted mitigation strategies.
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Academic & Professional Background
I am a master's degree holder in Technology and Management from Technical University of Munich (TUM) and a bachelor's degree holder in Industrial Engineering from Karlsruhe Institute of Technology (KIT). Before joining ETH Zürich, I founded a mobile gaming start-up and gained professional experience at Accenture, Fortiss, Infineon, and Volkswagen. I have had the opportunity to study and work in multiple countries, including the USA, Singapore, Spain, Mexico, Switzerland, and Germany.