Juan is a PhD student in biomedical engineering at McGill, merging physics, computer science and machine learning to build AI-powered survival models in oncology. He specializes in integrating whole-slide histopathology images with clinical data, designing c pipelines for embedding refinement, and enforcing rigorous benchmarking to ensure both performance and interpretability with the goal of translating technology into tangible patient benefit.