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You might find it interesting to get a BeagleBone or Raspberry Pi and use Buildroot to build an OS for it. Once you understand that a bit, you could check out Yocto, which I would say is more tooled towards building a "distro".
NOTE:
The number of mentions on this list indicates mentions on common posts plus user suggested alternatives.
Hence, a higher number means a more popular project.
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