MY ACADEMIC PATH

Since March 2020, I am working as a doctoral researcher in natural language processing (NLP) at the Cluster of Excellence "The Politics of Inequality", University of Konstanz. My current work is part of the project Framing Inequalities, where I focus on the automated detection of framing in journalistic texts using NLP approaches.

I received a master's degree in Speech and Language Processing (2019, with a focus on NLP) and a master's degree in General Linguistics (2020, with a focus on formal semantics) from the University of Konstanz.

RESEARCH INTERESTS

Broadly, I am passionate about applying machine learning and statistical approaches to explore large-scale datasets, with a particular focus on textual data. My interests include:

• Explainable artificial intelligence (XAI) for large-scale text analyses in computational social science
• Statistical modelling and machine learning approaches for sparse design matrices or rare events
• Analysis of the behavior patterns of large language models (LLMs)