Singleton reached the pinnacle of her sporting career at the 2002 European Judo Championships in Maribor, Slovenia, where she defeated Spain's Ana Carrascosa in a convincing fashion to take home the half-lightweight division title. When the city of Manchester hosted the Commonwealth Games two months later, Singleton delighted the English crowd with another overwhelming victory over Northern Ireland's Lisa Bradley in the same division.