Bitter Melon, just as it sounds, Bitter Melon is.... bitter. Part of the Cucurbitaceae family, Bitter melon behaves very much like its brother cucumber or sister cantaloupe in the garden as it grows in a vine-like fashion. Used in a variety of ways, this vegetable can be baked, roasted, fried, steamed or boiled.