Grace is a PhD student exploring the potential uses of earth observation and remote sensing in assessing buildings for retrofit. She has a masters degree in Physics and Philosophy from the University of Oxford, and spent three years working as a strategy consultant in London in the retail and payments sector. Grace then completed an MRes as part of the AI for Environmental Risks CDT using deep learning to automate post-hurricane damage assessments.