I'm Uber and taller than you. I ride a 25" Trek 7200. I put 2,000 miles on the stock wheelset until I popped a spoke. Since then they have been rebuilt by my LBS I have not had a problem. I believe they are 32 spoke Matrix 750 wheels. That Giant bike frame and wheelset should be ok. You might want to swap out the seatpost to a Thomson.