The main of the paper is to take up parametric optimization for an automatic spray painting robot which helps to reduce operational cost and time. The painting chemicals can cause hazards to the painters such as eye and respiratory system problems. When construction workers the robots are properly used in buildings and whole construction process can be better manage to savings the human labor and timing by applying the machine learning techniques we find out the surface roughness thickness variation, film adhesion.