It was designed by Alexander Melville Bell, the father of Alexander Graham Bell, of telephone fame.
It's a rather elegant design, if hard to read. It uses different parts of the symbols to indicate different features of the sound. Remember, this was before most modern phonology, so for its time it was quite advanced.
The Visible Speech was later adapted and expanded by Henry Sweet, another early phonologist.