The present study endeavours to optimise the yarn quality in respect of its tensile properties by choosing the best combination of the yarn singeing machine variables for excellent manufacture results. This research study revealed that different values of winding speed, gas pressure and air pressure of yarn singeing machine put significant effect upon the tensile properties of cotton yarn after singeing.