Most summer programs give no boost for college admissions…but they can show your interest in an area.
I think you need to rethink why you want to do this. Is it for the experience, or is it for some perceived prestige? Frankly, if it’s ONLY for the prestige factor, I would suggest you do something like…get a job…which adcoms look favorably on.
It sounds like you might enjoy this experience. If so…go for it