Preheat oven to 325°F (160°C). Grease your Bundt pan really well. Set aside.
In a medium bowl, whisk flour, baking powder, baking soda, and salt together. Set aside.
Beat butter, granulated sugar, and brown sugar together in a large bowl until well combined, about 3 minutes.
Beat in eggs, scarping down the sides of the bowl as needed. Add sour cream, Irish whisky, milk, and vanilla. Mix until well combined.
Add in the dry ingredients, and mix until almost combined. Add in pecans, and mix until no dry flour remains.
Fill prepared Bundt pan with batter and smooth the top. Bake for 60-70 minutes, or until a toothpick inserted in the center of the cake comes out with a few crumbs.
Remove cake from oven to a wire rack and let cool for 20 minutes. Remove cake from pan and let cool to room temperature. You may need to trim a bit off the bottom of the cake, so it sits flat.