You need to change the starting guesses and you might have to adjust the function itself.
The code above will result in a similar shape of what you are asking. 'exp1' will support this, except for the offset. You can provide your own function instead by using the anonymous function input.
PS you need to make sure that for your application, it is indeed an exponential function and not a (square) root.