Research Statement

My research focuses on advancing Relational Deep Learning through novel Graph Neural Network architectures while practitioning Responsible AI principles.

Research Areas

Relational Deep Learning

Extends traditional deep learning methods to be used on relational databases and similar data structures.

Graph Neural Networks

Specialized neural networks designed to operate on graph-structured data.

Responsible AI

Refers to the development and deployment of artificial intelligence systems that are ethical, fair, transparent, and accountable.