Walkthrough: Geisha: 1 (Vulnhub Retired Box)

I am going to share my walkthrough for Vulnhub machine called “Geisha: 1”. The machine difficulty was a beginner to intermediate, the goal is to get the root shell i.e.(root@localhost:~#) and then obtain flag under /root).