Powerful machine learning models for medical applications are typically constrained to the datacentre, where power and size are secondary concerns. Using the latest technology from ARM, Brendan demonstrated a vast reduction in power consumption and memory for the same model, enabling deployment in edge applications with no connectivity and limited energy budget.