The right way to choose the component values is to write down the correct cost function which you are trying to minimize. Since its a straightforward kind of circuit you can analytically construct the Jacobian.

The LMH6624 has a dynamic range which is larger than the what you can achieve with with the light (i.e. signal/shotnoise).