A laser-based standalone tracking system is presented. To transform a laser beam into a structured pattern, a diffractive optical element was used. By analysing the projected pattern shape, the co-ordinate transform between the laser and its projection was computed in realtime. Computed transform was used for virtual object overlays in Augmented Reality.