Iskandarova made her Olympic debut, as Uzbekistan's first ever female swimmer, at the 2000 Summer Olympics in Sydney, where she competed in the women's 50 m freestyle. Swimming in heat four, she picked up a sixth seed and fifty-fifth overall by 0.23 of a second behind Moldova's Maria Tregubova in 27.75.