Sirui earned her undergraduate degree in Financial Statistics, followed by a master's degree in Statistics from the University of Manchester and a second master's degree in Advanced Statistics from the University of Glasgow. After completing her PhD in Clinical Sciences at the Liverpool School of Tropcial Medicine, she joined the Clinical Trials Unit at University of Exeter in August 2024.