How to change my profile gender?

Go to your profile drop down menu (top right hand cover of screen, next to the notification bell).

Click on Account Settings.

A new page where you can edit your profile opens up. 

In the menu to the right, scroll down to & click on Profile and adjust your info to indicate your gender.