> Do you think this is realistic getting access to these just by living in the Bay?

Yes, if (a) you're nice and approachable (b) you're working on something interesting (c) are reasonably good at socializing, it's pretty easy to ask around and get looped in on such events. People here are pretty open about having interesting friends-of-friends show up to house parties.