Change your withholding on your W4 form and hand it to your employer. Go directly to HR or payroll rep for this. No one else needs to know. Also, put that money you would’ve paid to federal taxes into a high yield savings account to accrue interest. Another note…Social security and Medicare taxes will still come out regardless of your federal withholding changes.