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You will have hard time with this, this is not so possible without sudo. Basically git init creates empty git structure in current folder. It is one folder called .git which have everything about it - commits info, branches info, etc.
If your user can’t create folder in nginx folder, you can’t use git init.
You have login as root, or use sudo git init, it should be working
Even if you do git init somewhere where you have write access (like home folder), you can’t move .git to nginx folder as you don’t have write permissions on it