Preheat oven to 350° F. Lightly coat a 12" pizza pan (without holes on the bottom) with non-stick baking spray.
Whisk together 1 ⅔ cups all purpose flour, ½ tsp baking powder, and ¼ tsp salt in a small bowl and set aside.
In another bowl beat ¾ cup sugar and 10 tbsp butter until light and fluffy, then add in 1 large egg, 1 tsp vanilla extract, and 1 tsp almond extract and beat until combined. Scrap down sides of bowl as needed.
Add in the dry ingredients and beat until a soft cookie dough forms. Press the cookie dough out into the prepared pizza pan and bake for 11 to 13 minutes, until the center is set. Let cool completely on a wire rack.
Beat 8 oz cream cheese, ⅓ cup sugar, and ½ tsp vanilla extract with a mixer until smooth and creamy. Spread evenly over the top of the cooled cookie crust.
Arrange the fresh fruit all over the top of the frosting in a pattern that you like.
Keep refrigerated until ready to serve. Enjoy!