Andre Souza is a scientific machine learning and AI Physics engineer with a PhD in applied mathematics and 10+ years of experience across physical simulation, generative modeling, uncertainty quantification, and GPU/HPC computing. At Rescale, he builds production-oriented AI-for-engineering workflows for industrial simulation data. Previously, as a research scientist at MIT, he developed generative and reduced-order methods for complex physical systems and published across PNAS, Physical Review Letters, Journal of Fluid Mechanics, JAMES, and related venues.