I say do it! And get a proper BMX bike as well
I did the same thing a couple years back to my old GT MTB. It's a fun bike, but nowhere near as fun as either my Sunday 24" BMX bike or my Sunday 20" BMX bike. I spend most of my time on my 20", but it's nice having the MTB SS to cruise around on.
-Bill