Finding memory leaks is not a easy task. I have faced issues in my project and researched and invested good amount of time. I want to extend this knowledge to help you out.
Google chrome provides good tools to find memory leaks. I am using these tool and create detailed report and areas where you should focus in order to improve the performance.
If you are developing angualr js application then this gig is for you because I am exert in this area.