I've been thinking about building my own NAS as well. Mind sharing how much did you pay for those hard drives, and what motherboard did you choose?
You have SATA or SAS to pick from. The CPU requirements for a storage server are not high. On a typical ATX board you have motherboard SATA and can put SAS controllers in the spare PCIe slots.
My first "NAS" was two 22TB hard drives in a ZFS pool on my motherboard SATA