David has 15 years’ of academic research expertise, focusing on digital health & AI, simulation and evidence modelling. He has extensive experience working with the NHS on simulation and data science projects – leading a COVID-19 transformation and planning project for several London hospitals. He creates novel data-driven approaches to model complex systems, including patient models using PSO based clustering, AI pathway modelling and NLP/LLM health economic model building.