Mustafa Talha Ilerisoy

I am a PhD candidate at the Eindhoven University of Technology (TU/e), where I am advised by Prof. Aaqib Saeed. My research sits at the intersection of machine learning and healthcare, with a focus on building intelligent systems that can understand and reason over complex, heterogeneous health data.

I am broadly interested in how multimodal learning can unlock richer representations from clinical data, and how these advances can translate into reliable, deployable AI tools for healthcare.