Heat oven to 375°F/190℃.
Spray an 8-inch x 4-inch loaf pan with baking spray. Set aside.
Spread almonds on a baking sheet.
Bake until heated through and lightly toasted, about 5-6 minutes.
When cool, roughly chop. Set aside.
In a medium bowl, whisk together flour, cocoa, almond flour, baking powder, baking soda, and salt. Set aside.
With an electric mixer, beat almond paste, butter, and sugar until light and fluffy, about 2-3 minutes.
Beat in eggs, one at a time.
Continue beating until smooth.
Mix in milk.
Add flour mixture.
Mix only to combine.
Stir in almonds and chocolate chips.
Spoon into prepared pan.
Bake for 45-50 minutes, or until cake tests done.