An inbred rice line designated 053002 is disclosed. The invention relates to the seeds of inbred rice line 053002, to the plants of rice line 053002 and to methods for producing a rice plant produced by crossing the line 053002 with itself or another rice line. The invention further relates to hybrid rice seeds and plants produced by crossing the line 053002 with another rice line.