Assuming you're on a W2, add deductions until your tax per paycheck is 0. You'll get a bill for the full amount next time you file. You're free to not pay it, get charged huge fines, and possibly end up in federal prison like Nico198x apparently wants you to.

Isn't there something with exemptions you can do so you don't send them money ahead of time?

And yeah, only income tax do you have any control over.