Adjusting Voltage to control Drill Machine Speed for Home Automation Project

I have a requirement and need suggestion In order to control the roller blind i have a cheap battery operated drill machine which i have decided to use. But the problem is i need to control its speed. Is it possible to control the voltage from aruino board. i believe by adjusting the voltage it's speed can be adjusted. Is it possible