Preheat oven to 325°F/163°C.
Line two 6" round cake pans with parchment paper. Set aside.
Separate egg whites from egg yolks while cold from the fridge.
Add the egg yolks to a large mixing bowl, and whisk in 20g sugar, oil, milk, and vanilla extract.
Sift cake flour and baking powder into the egg yolk mixture and mix until just incorporated. Set aside.
To a clean stand mixer bowl fitted with a whisk attachment, add in the egg whites and being whisking until bubbles form.
Add in cream of tartar and continue whipping until foamy.
Gradually pour in remaining 20g sugar and increase the speed, whipping until the meringue reaches soft peaks.
Transfer about ⅓rd of the egg white mixture into the egg yolk mixture and fold it in with a spatula.
Continue to fold in the egg white meringue mixture into the egg yolk mixture until all of it is incorporated, with no trace of white streaks.
Use a kitchen scale to divide the cake batter evenly between the two prepared cake pans.
Give the pans a few taps to release any trapped air bubbles.
Bake at 325°F/163°C for 15-18 minutes, or until the tops of the cakes spring back when lightly pressed (or a toothpick inserted comes out clean).
Remove the cakes from the oven and immediately drop them onto the counter from a height of about 1' to prevent the cake from shrinkage.
Use a knife to release the edges of the cake.
Transfer cakes to a wire rack to cool completely.