Marcos Novaes is a solution architect with the Google Cloud Life Sciences and Healthcare team. Dr. Novaes specializes in the design of large scale solutions using the Google Cloud Platform, particularly in the areas of High Performance Computing (HPC) and Machine Learning (ML). His areas of interest include the re-architecture of traditional distributed numerical methods at large scale using modern technologies developed for Machine Learning. Presently, Dr. Novaes is the Solution Architect leading the design of the Google Cloud Medical Imaging Suite, a collection of tools for developing AI models for Medical Images in the Google Cloud.