How does a nerdy/geeky girl avoid being seen as 'one of the guys' (or on the same level as a guy friend) by her crush?

Yes I have a crush on a boy. He is into video games/manga/anime same as I am. We talk about them often. But I fear he will only see me as a friend and forget that I am also a girl and in turn not develop interest. So how do guys view girls with the same hobbies as them?

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Thank you so much to all the guys that answered!
How does a nerdy/geeky girl avoid being seen as 'one of the guys' (or on the same level as a guy friend) by her crush?
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