Combine almond flour and baking powder in a bowl and mix well.
Add eggs, cream cheese, and erythritol. Mix thoroughly.
Add shredded cheese and finish the dough.
Shape the dough into rounds and place them on a baking tray.
Bake in a preheated oven at 180°C (356°F) for 20 minutes.