Amerigo Vespucci was traveling around the Western Hemisphere , specifically the coasts of the Americas. He explored parts of South America , including areas of present-day Brazil and nearby regions, which are all located in the Western Hemisphere, not India, the Eastern Hemisphere, or Russia.