Yeah, TIG welding is difficult to get right. Remember, aluminum has a melting point of just over 1000*F, half that of iron (steel). Are you properly shaping the tungsten electrode (straight ground)? It should be shiny. If it grows a big ball or discolors I usually clip it off and regrind.
I apologize in advance if I am insulting your intelligence.