Annie Nagyilles is a doctoral candidate under the National Health and Social Care Research Health Protection Research Unit for Emerging and Zoonotic Infections (NIHR HPRU-EZI) at University of Liverpool. Her research interests lie in the optimisation of vaccine interventions using epidemiological and behavioural models and AI. This involves the mathematical modelling of emerging disease spread and behaviour, as well as the development of guidance for the ethical and effective use of AI in vaccination care.