nerd-cocky
someone who is obsessed with something specific (computer, video games, Star Wars, etc.) and arrogant about the knowledge or ability they possess about their obsession
Why do you have to be so nerd-cocky about Star Wars?
That saxophone player is very nerd-cocky.
That saxophone player is very nerd-cocky.