作 is closer to create, or to invent, which is an action driven by an original will or inspiration.
做 is more like to manipulate or to manipulate with. It is more a result of desire or planning.
Great artists or scientists 作
Most of the rest 做
Van Gogh 作
Gauguin 做
I never like Gauguin...