Unfortunately, no. A water softener is designed to remove hardness (calcium and magnesium) from water. They can sometimes remove a limited amount of iron and manganese if you happen to have these problems as well. But if you are looking for great water for drinking and cooking, you should probably consider a reverse osmosis system for that purpose.