From Middle English Potter, English, Dutch, and north German surname, from the noun pot. The usage for someone from Stoke-on-Trent refers to it being the home of the pottery industry in England, where it is also known as The Potteries.
Practice speaking and memorizing "Potter" and many other words and sentences in English.