Karidopita Recipe (Walnut Cake)

Ingredients:
3 eggs
250 sugar
280 ml vegetable oil
300 ml milk
450 gr plain flour
2 tsp baking powder
One tsp baking soda
One tsp cinnamon powder
200 gr walnuts
For the syrup
700 ml water
600 gr sugar
2 cinnamon stick