The last to fall was the Latin western empire. The other half continued to exist as the Byzantine Empire for centuries.
When he went to Milan, the Duke Sforza appointed him to be a military engineer where he had to design weapons and technological advancements that would help the duke gain warfare supremacy against enemies. He also built buildings and defenses, not just offensive weapons.