Where is the fairy with the big wallet in Zelda Ocarina of Time?

In the souther part of Hyrule Castle, there is a shop with a crazy bug girl. She asks you to bring her the golden bugs found ALL around hyrule. When you bring her a certain amount she will give you bigger bags, and she also gives you money per bug. Hunt the bugs at night because they glow and are much easier to find.