The famous military leader from Carthage known for crossing the Alps to invade Rome was Hannibal Barca. His ambitious maneuvers during the Punic Wars included a legendary trek through the Alps, where he led his troops and war elephants into Italy. Hannibal is celebrated for his tactical brilliance, particularly at the Battle of Cannae, where he achieved a decisive victory against larger Roman forces, challenging Roman dominance during the conflict.