Id suggest that you use steel......( and Im basing the sizes on your previous posts stating that your hoping to build a heavy ) ... either box or angle with a 3mm wall.

So box section 25mm x 25mm x 3mm ..... or 50mm x 50mm x 3mm equal angle.

NOT ALUMINIUM for your first attempt at welding!