London, England, United Kingdom
GP and clinical academic at UCL, where I was recently awarded a PhD (funded by an NIHR Doctoral Fellowship) on suicide risk assessment in primary care, applying predictive modelling to large clinical datasets. My research sits at the intersection of epidemiology, predictive modelling, and risk communication, with a focus on developing and validating models that are methodologically robust, clinically safe, and translatable to practice. I'm currently applying that expertise as an NIHR x Zinc Innovation Fellow at Hertility, building implementable probabilistic diagnostics in a regulated digital health setting. I teach across UCL's undergraduate and postgraduate programmes and serve on the MHRA's CPRD Expert Review Committee. I care about the practical realities of putting models into clinical settings, including the risks, the benefits, and the unintended consequences.