Rajan obtained his medical degree (MBChB) from the University of Glasgow in 1995; he was awarded MRCS from the Royal College of Surgeons in 1998 following basic surgical training and FRCS from the Royal College of Surgeons in 2005 following advanced surgical training in otorhinolaryngology, head and neck surgery (ORLHNS).