Hi Roxana,
My guess would be, that the flat side of the head (those 15 Faces) is not completely flat.At least, I get no Shading issues with a slightly simplified version:

I recommend enabling the Loop Tools Addon (might need to install it from Get Extensions) and use the Flatten Option (with those Faces Selected).