Biography

I am a PhD student in the Research Group Data Mining and Machine Learning at the University of Vienna, supervised by Prof. Claudia Plant and co-advised by Prof. Martin Pawelczyk. Before that, I completed my M.Sc. in Computer Science at the University of Vienna, graduating with distinction in 2025. I am interested in understanding how neural networks organize information in their embedding space, and in developing principled methods to make learned representations more robust, fair, safe, and trustworthy.

Broadly, my interests span representation learning, adversarial robustness, fairness in machine learning, and AI safety. I enjoy research that combines empirical work with theoretical analysis, and I am drawn to questions where careful reasoning about geometry and information can lead to simple, principled solutions.

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