Amedeo Avogadro was an Italian scientist known for his contribution to molecular theory. He is most famous for Avogadro's Law, which states that equal volumes of gases, at the same temperature and pressure, contain an equal number of molecules. This principle laid the groundwork for the concept of the mole, an essential unit in chemistry and nanotechnology.