Faleiro was a brilliant but unstable man who impressed his colleagues with his demonic personality; like many scholars of the day, he may have been a converso. He often worked closely with his brother Francisco, an influential scholar in his own right and the author of a well-regarded study of navigation, and it was likely that each Faleiro brother planned to play a major role in the expedition.