I second the Purple Power or the Acid Brightener.
Once it's clean, I found that POR-15 Glisten PC 2-part urethane is an amazing clear paint to seal it up.
I did all the aluminum on the Ford 427 in my Cobra when I built it back in 1998-99, and it still looks like new.
The only discoloration at all is on the heads right at the exhaust ports. It didn't peel or blister, but did darken a bit to a transparent brown. Gasoline doesn't affect it, and it has a slick surface that wipes clean easily.
