Soak the tamarind pulp in the warm water for 5 minutes. Mash with fingers and strain to obtain juice. Grind the garlic, shallots, coriander seeds, cumin, salt, and tamarind juice to a smooth paste in a blender or food processor. Transfer to a bowl and stir in the oil.