The answer is yes. Yes you can.
My words of wisdom are, carbon filter, keep the noise down and don't use too much space.
I would also say the cap on watts you could safely pull would be around 3000w, so what I'm saying is you couod do something worthwhile. I wouldn't worry about the neighbor...