Preheat the oven to 350F and prepare a baking pan by greasing it with butter.
Grate the cassava root in a large bowl until you have 4 ½ cups of grated cassava.
Add the evaporated milk, shredded coconut, butter, brown sugar, cardamom, cinnamon, nutmeg, ground pepper, vanilla, and almond extract to the grated cassava. Stir until everything is combined.
Pour the mixture into the prepared baking pan and smooth out the top with a spoon or spatula.
Bake in the preheated oven for 40-45 minutes, or until the top of the pone is golden brown. Remove from the oven and allow to cool before slicing and serving.