If you're just riding on the bike trail along the Am River, then no, you don't need aero wheels. You may want aero wheels. But that's another issue altogether.

IMO, look for a good solid set of wheels in the 1550 to 1800gr range. Slightly deep (like 30mm or so). You'll be good to go. If you intend to start climbing lots of hills, and there are a LOT of 'em around, then you may want to go a bit lighter.

Best thing to do is to set a budget for yourself and get the best set of wheels you can in that budget. Handbuilt are likely the way to go.