I am a third-year PhD Student at University of Mannheim supervised by Professor Markus Strohmaier. I work at the intersection of computational social science and responsible NLP, studying how social biases manifest across the model pipeline, from pre-training data and model internals to prompting strategies. I am particularly interested in how LLMs represent (and sometimes under- and misrepresent) different socio-demographic groups.

Currently, I am investigating how demographic patterns and value-laden signals in the pre-training data connect to model outputs, with the goal of developing language technologies that are more diverse, equitable and socially responsible.

Previously, I obtained my M.Sc. (with distinction) in Computer Science at RWTH Aachen, where I also worked as a research assistant.

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