Step1: Preheat your oven to 350°F (175°C). Line a 9×5-inch loaf pan with parchment paper and lightly grease it.
Step 2: In a large mixing bowl, mash the ripe banana until mostly smooth with minimal lumps.
Step 3: Add the eggs, melted butter, erythritol, vanilla extract, and banana extract. Whisk until fully combined.
Step 4: In a separate bowl, whisk together almond flour, baking powder, and salt to evenly distribute leavening.
Step 5: Gradually add the dry ingredients to the wet ingredients, folding gently with a spatula until just combined. Do not overmix.
Step 6: If using walnuts, fold them in evenly at this stage.
Step 7: Pour the batter into the prepared loaf pan and smooth the top with a spatula.
Step 8: Bake for 45–55 minutes, loosely tenting with foil if the top browns too quickly.
Step 9: Test doneness by inserting a toothpick into the center; it should come out mostly clean with a few moist crumbs.
Step 10: Let the banana bread cool in the pan for 20 minutes, then transfer to a wire rack to cool completely before slicing.