Co-op boards can reject you for any reason or no reason, so nobody but them will know for sure. With your situation, they MIGHT have an issue with your name on the property if you don't live there, but hopefully they'll be understanding.

It's worth a shot. Make sure your contract has a contingency so you get your deposit back if they do reject you, and then worst case scenario all you've lost is some time.