Gillespie is a Scottish surname derived from the French "Guillermus pyre," meaning "William the redhead." Introduced by Normans in the 11th century, it has been linked to notable figures like Robert Gillespie, who fought in the Jacobite uprising, and Sir Archibald Gillespie, Scotland's Lord Advocate.