About Me

I am a Postdoctoral Researcher at the Robert Koch Institute and a member of the Visualization Group at the Center for Artificial Intelligence in Public Health(ZKI_PH).

My research combines artificial intelligence, data visualization, and computational methods to study complex problems in biomedical and public-health research. I am particularly interested in how AI systems are evaluated, how uncertainty and model limitations are communicated and understood, and how visualization can support experts in exploring data, interpreting model behaviour, and making informed decisions.

My background spans bioinformatics, computational genomics, machine learning, data visualization, and scientific software development. Across these areas, my work has increasingly focused on questions of AI reliability: how we assess whether model outputs can be trusted, how modelling choices affect the conclusions we draw, and how uncertainty and limitations can be meaningfully incorporated into human decision-making.

The Visualization Group is led by Dr. habil. Georges Hattab.