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To add a personal anecdote, I was accepted to speak at a large regional conference as my first speaking gig. I explicitly stated I did not have any previous conference experience. I attribute this partially to having a relatively niche topic.

I was lucky enough to give the talk twice at a local user group prior to the conference, which helped with the actual conference talk, I am sure.