Line a 9x9 baking pan with parchment paper and set aside.
In a medium-sized mixing bowl, whisk together flour, fresh thyme leaves, baking powder, kosher salt, and baking soda, set aside.
In a large mixing bowl, add eggs, vanilla yogurt, brown sugar, olive oil, lemon zest, and vanilla bean paste. Whisk together until smooth.
Fold in the dry ingredients to the wet ingredients and mix until just fully combined.
Add the batter to the prepared 9x9 pan. Top the batter with roasted strawberries, including the juices and sliced almonds.
Bake for about 30 minutes or until the cake is fully baked and springs back when touched. You can also test the cake by putting a toothpick into the middle of the cake if it comes out clean the cake is fully cooked.
Let the cake cool and serve.