In French, name Evelyn means – From a surname derived from the Old French aveline meaning hazelnut. Famous bearer: Evelyn Waugh.. Other origins for name Evelyn include – French, English, Celtic, English, Hebrew. Name Evelyn is a unisex name and can be used for a boy or girl name (male or female).