I passed my PhD viva! A huge thank you to my fantastic supervisors Ilaria Dorigatti Samir Bhatt Nuno R. Faria, Ilaria and team for organising post-viva celebrations, to everyone at the department MRC Centre for Global Infectious Disease Analysis @ImperialSHP, and to the examiners marta blangiardo and Adam Kucharski!