Dr Qu Xinyi graduated with honours from the Yong Loo Lin School of Medicine, National University of Singapore, in 2020. She subsequently completed her residency training in anatomical pathology at the National University Hospital, where she served as Deputy Chief Resident from 2024 to 2025. She is a Fellow of the Royal College of Pathologists of Australasia (RCPA). Her subspecialty interests include renal pathology, breast pathology and neuropathology.

Alongside her clinical work, Dr Qu has a strong interest in undergraduate and postgraduate medical education. She currently coordinates the undergraduate Phase IV pathology posting at the National University of Singapore.