have you tried bar keepers friend ? 
https://barkeepersfriend.com/products/more-spray-foam

..the stuff is like magic  

 It is, but it's not good for aluminum. 

 the Spray + Foam version is safe for aluminum  

 Oh...nice! Thanks! Will definitely give it a shot.