BRB are notorious for being nippy as babies and MOST calm down with age.
What you could you could try is as soon as you open the cage just pick him up, no hesitation, no fear, just go for it. He may tag your palm but it wont be bad at all. or you could cover him with a paper towel then pick him up onto your hand.
good luck