what would I have to do to be able to do that?
Register the land as your own in the land registry.
Apply for planning permission.
Submit architect's plans.
Wait.
Wait some more.
Find a qualified building manager who can sign off on every stage of the build.
Or can I just bring my tools and start building a house without anybody bothering me about it?
This is not Burkina Faso.