The invention relates to process for preparation of nano particles of Atovaquone a poorly water soluble drug to increase their solubility and dissolution rate and thereby increased bioavailability. Further the present invention also discloses the process for the preparation of the stable nanoparticles using electrospraying technique. The present invention also relates to Atovaquone pharmaceutical formulation having improved bioavailability.