A new and distinct cultivar of Aglaonema plant named `TWYAG0003`, characterized by its upright and outwardly arching plant form; vigorous growth habit; freely clumping habit; full, dense and bushy appearance; leaf surfaces green in color with pink-colored midribs and random spots and blotches; and pink-colored leaf petioles.