I know multiple people who have done this.
If you want a famous person, look at Paul Erdős. Always jumping into new areas of mathematics and solving problems at the cutting edge.
Or, to get to the current subject, Taleb using his background as a trader to jump to a career in academia, where many consider(ed) his research cutting edge.