Jup, do what you like.
You want to only cosplay characters with similar skin tones or looks? Fine!
You want to cosplay a character who looks different? Guess what? That's fine, too!
You really shouldn't worry so much about what others may think and just enjoy yourself.
Heck, I'm rather tall but still cosplay some 13 year olds with more to come probably.