In a large mixing bowl, cream together the brown sugar, sugar and vegetable shortening. Add one egg at a time and combine. Add the rest of the ingredients and combine well. Scrape the bottom of the bowl with a spatula several times to make sure everything is thoroughly combined.
Using two tablespoons, scoop out the batter into rounds onto a parchment lined sheet pan. Leave enough space in between for them to spread a bit.
Bake in a preheated 350 degrees F oven for about 16-18 minutes. Or until when you gently press on the center of each cake it bounces back.
Let cool completely on a baking rack.
In a large mixing bowl, whip together the frosting until it is light and fluffy.
Place frosting in a large zip-style bag, cut a little corner off and in a circular motion place frosting on one side of a cake. Top with another cake and enjoy.