He is tiny and you are huge, lol. My female was the same when she was little now she's is fine. Once he is a little bigger her will not see you as a threat. Give it time and he will calm down. My female would bite me every time I went into her cage for cleaning now she sits outside her enclosure and eat out of my hand and will sit on my bed and not make a fuss. Give it time and he will come around.
Tom