How do you guys make sprites?

[Mariotroid]

So recently I was spriting something. I used a base of a drawing then started putting little squares around the object and on the object to show what the pixal will be since it was a large image.

Is this your guys approach? Do you draw something then go over it with pixels? I' completely curious. I' not much of a sprite (at least not yet)