Welcome to my Homepage

I am a PhD student in machine learning and passionate about biomedical applications and health care solutions. I am driven to solve challenging health care problems with machine learing to advance patient care and clinical decision making.

I joined the Biomedical Informatics Group at ETH Zürich in 2022. Get in touch here here and learn more about open project proposals here.

Interests

I am interested in applications for clinical decision support, predictive modeling in the clinical setting (e.g. Intensive Care Units), and scientific discovery by means of data analysis and machine learning. For this, my interests in machine learning revolve around, but not exclusively:

• Time-Series Modeling
• Self-Supervised Learning; especially for Time-Series and Graph-strucutred Data
• Knowledge Extraction and Representation Learning thereof
• Transfer Learning in the Clinical Domain
• Natural Language Processing
• Graph Neural Networks

Education

• PhD in Machine Learning, ETH Zürich ongoing since 2022
• Master in Data Science, ETH Zürich
• Bachelor of Computer Science, ETH Zürich