Add freeze dried blueberries to food processor or coffee grinder and grind until fine.
In a large mixing bowl, mix oil, cake flour, blueberry powder.
Add egg yolks from separated eggs and milk, the batter will be thinner now. (See next step)
Separate eggs into two separate bowls. Add the egg yolk mixture to the cake batter and whisk until combined.
In the bowl of your stand mixer with a whisk attachment (make sure it's clean and dry) beat the egg whites on low speed. Once tiny bubbles begin forming gradually add sugar in thirds,
Beat on medium speed until soft/stiff peaks form. (This can be done in a large mixing bowl with a hand mixer also just takes a bit longer)
Gently fold a third of the whipped egg whites into the cake batter until the there are no more streaks of egg whites. (scrape sides of the bowl) Then pour the cake batter into the remaining whipping egg whites folding in the rest of the meringue carefully, making sure not to deflate them.
Divide and pour batter evenly into three 6-inch cake pans. Place the pans in a larger baking pan filled with water (water bath).
Bake at 325°F in a preheated oven for about 25 to 30 minutes, or until a toothpick inserted into the center comes out clean and the tops of the cake are golden brown.
Once baked, flip the cake tin onto a cooling rack and let them cool upside down.
Sponge cakes should naturally invert itself on the cooling rack. Wrap the cake layers in plastic wrap until needed.