Hey man,
Sorry for the late response.
Yes, I managed to fix the issue.
As I stated the issue was a clash between the default ubuntu node version & the installed node since I was working on the root user.
What I did is I created a new user and installed the frappe bench on it then I used this code block:
Bench Restart Socket.io Spawn Error - ERPNext - Frappe Forum