Yes, when you become a NY resident, you can exchange your license for a NY license.
In the meantime would I be able to drive a motorcycle with my out of state license?
Yes! You can drive normally as long as you have a valid motorcycle license issued by another state where you are resident.
How can I know if I have a valid motorcycle license from another state?