How to stop pc Google fill in Chrome browser?

I find the PC Google fill annoying at times, and need it disabled especially since I am on a shared computer. Disabling this auto-complete feature had been suggested by a lot of computer blogs too.
I have been trying to disable it for days but cannot seem to get it successfully. Can anybody tell me how? I am using Google Chrome by the way.
