Is it okay to wear my acne medicine under my makeup?

You can do it. Don't worry the makeup will not affect the affectiveness of your acne medicine. It will actually probably give you better results since you will have it on for longer periods of time, giving your acne medicine the upper hand so that its contents could your skin and the pimples.