How to disable query profling in phpMyAdmin
On the page which shows the profiling, browse down and you will find an uncheck button for profiling. Just uncheck it and you are done.
It seems the problem was the profiling option only shows up after you perform a query.
Except, it won't show up if your query uses aggregates or joins.
I used a simple query and was finally able to disable profiling again.