You get this achievement for killing Ghom.
Ghom is:
Players should be careful of his bite attack, the little slimes he spits forth and the gas attack.
For his size, the Lord of Gluttony moves surprisingly quickly, but his attacks (except for Gas Cloud) are very slow.
For more info:
http://diablo.wikia.com/wiki/Ghom