If it's not high structure stress, you can use a MIG. You can either spool up aluminum wire or purchase a spool gun and run argon as your shielding gas. Works well on heavier material, but takes practice on light material. However, TIG is always best for high stress applications.
As a note, I do not have a TIG, and have only had one application where a MIG was not up to the task. Paid a few bucks and had someone else TIG weld the part.
Rick