Consultant in Emergency Medicine and Co Director of EmQuire the QEUH ED Research Group. He leads a portfolio of projects centred on unscheduled care and specifically data, devices and decisions. His research focuses on decision-making within acute care and the interface between data, the clinician and the patient. He is the clinical lead for data driven solutions for a range of conditions including trauma, COPD and chest pain to support and enhance clinical decision-making and operational efficiency. Machine Learning work includes hospital flow management, imaging and risk stratification funded by InnovateUK, ScotGov and Industry.