Juan David Guerra

I am an M.ASc student in Software Engineering at Polytechnique Montréal and Mila - Quebec AI Institute (GPA: 4.0/4.0), supervised by Professor Marco Bonizzato, with co-supervisor Professor Guillaume Lajoie.

My research focuses on amortized ML techniques for applications to Neuroprosthetics, developing efficient methods for neural stimulation optimization in spinal cord injury therapy.

I completed my B.Sc. First-Class Honours in Computer Science with a Minor in Neuroscience at McGill University (GPA: 3.73/4.0). My work spans Gaussian Processes, Large Language Models, Foundation Models, and their applications to healthcare and neuroscience.