Caustic soda certainly but very aggressive! I believe that sodium carbonate, a/k/a washing soda, works well and will be safer. Milk bottle tops in washing soda was a way to make hydrogen gas at home if you didn't want to use zinc and hydrochloric acid. Note, etching Ali with an alkali gives off inflammable hydrogen so good ventilation and no naked flames indicated.
A bit of searching throws up this link that confirms a pretty vigorous reaction between hot NaCO3 solution and aluminium foil evolving bubbles of hydrogen gas.
https://m.youtube.com/watch?v=ggPWdwcsyqM
Edited By John Haine on 20/01/2017 07:24:43