Place oats in a food processor (or blender) and process until it looks like a coarse flour. Transfer to a mixing bowl. Add flour, baking powder, and salt; whisk to remove any lumps. Add brown sugar, butter, eggs, milk, and vanilla; mix until combined. Fold in chopped pecans.