In a large pot of boiling salted water, simmer the shrimp until pink and cooked through, about 2 minutes. Drain the shrimp and add them to the ginger mixture. Stir in the ice cubes and refrigerate for at least 4 hours or overnight. Drain the shrimp and pat dry. Discard the ginger and chiles.