Much rather control it that way then give the government an interest free loan throughout the year.
That's not how it works, we aren't giving a tax free loan to the govt, we are paying to support federal infrastructure. Also, underpaying your federal income tax is against tax law, after a few years, doing that will become an audit risk; and if audited you may receive a fine, especially since you are doing so willfully.
Just stop overpaying your taxes. It is possible and recommended to pay your taxes so that you have a zero sum balance at the end of the year. I did it for many years, it gets hard to calculate the more complex your tax situation is, but it is possible.