One thing to remember is to never install anything into system Python. It's for running system stuff, managed by OS's package manager.

For any project, create a virtualenv. Write and maintain a requirements.txt file. It will save your day many times.

It does not completely solve system-dependent problems, like TLS support (unless you run something like nix or guix).