My major educational interest is in strategy and policy development for postgraduate clinical academic training, both locally and nationally. At UCL I set up and direct the UCL SLMS Academic Careers Office. This is part of the Office of the Vice Provost for Health and jointly operated with the UCL/H NIHR Biomedical Research Centre. The ACO actively manages UCL's large portfolio of MRC & NIHR clinical and scientific trainees, manages our large MRC Doctoral Training Centre award, and also coordinates talent management and leadership training such as our Future Leaders programme. I co-direct the UKRI CDT in AI-Enabled Healthcare Systems, co-direct the MRC Doctoral Training Programme. Previously I have co-directed (with Sebastian Ourselin & David Hawkes) the EPSRC Centre for Doctoral Training in Medical Imaging and co-directed (with David Lomas) the Wellcome Trust Clinical PhD Programme at UCL. As well as this strategic activity I also teach on a number of Masters courses across UCL and provide lectures to several undergraduate programmes and pre-sessional courses.