Re-installed the radio, and back in the glovebox. This time around I installed a memory backup wire from the battery to the radio. I also secured and covered all radio wires under the dash. The way I used to have this radio wired was that when the keyswitch is off it would loose memory and I would have to set the clock and FM stations. Now its properly wired and seems to be working good.
If I leave the radio in the glovebox I think I will install a plate then install the radio into that to be more stable/secure.