Valentina Sanchez Melchor

Bio

My name is Valentina, and I am pursuing a PhD at the University of Tilburg. My research lies at the intersection of machine learning and neuroscience. Building upon my master's research on Graph Neural Networks, I am now delving into pioneering statistical methods that explore the intricate nature of brain networks. A core aspect of my work involves integrating Explainable AI techniques to ensure transparency and ethical integrity in AI research.

A key focus of my current research is developing novel techniques for graph data augmentation, Graph Neural Networks (GNNs), multimodal data integration and Explainable AI for GNNs, specifically in the context of structural and functional brain data. 

Extending beyond academia, my mission is to generate actionable insights that can inform real-world policies and interventions. Outside of research, I enjoy rock climbing, cooking, and I have a passion for music – having been the lead singer in multiple rock and jazz bands.