In Hindu mythology, the figure who took the form of a giant fish to save humanity from a great flood is Vishnu, known as Matsya in this avatar. He advised King Manu to build a boat and gather the species to preserve life. Matsya symbolizes divine protection and the cyclical nature of existence, reflecting the belief in divine intervention during catastrophic events.