I’d probably warm it up a little bit by using some recycled timber post legs, or even cast concrete, keeping the “crude” feel. You would then have a lot of options for securing your shelving tubes.
I think I’d also make a smaller version of the top and stack that underneath as the shelf. The proportions need to be right for it to look good.
Have fun!