There were many to try it before Columbus, he wasn't the first when it came to suggesting it (or finding it). Some notable names...

Bartolomeu Dias tried to find India in 1480s. Columbus tried it in the 90s. Vasco da Gama succeeded in 1498 with help of an Indian pilot they contracted to show them the way from Indian trader colonies in Kenya.