Yes, I built my Corne using that.
If you won't like to source all the components yourself there are vendors who happy to sell you kits, but you can make 3-5 keyboards for that amount of money.
I suggest to use the Miryoku[1] layout.
[1]: https://github.com/manna-harbour/miryoku