Her first international medal came at the 1998 European Cup, where she took bronze. She was also bronze medallist at the 1997 Summer Universiade. Gureyeva was a four-time national champion, winning at the Belarus Athletics Championships in 1995, 1997 and 1999, and indoors in 2002.