A new and distinct Lycium barbarum cultivar named ‘FPW03’ is disclosed, characterized by a controlled growth habit, better suited for home gardens. The new variety bears fruit in the Spring and again in late Summer to early Fall. Fruits are larger and less astringent in taste than known Goji berry varieties. The new variety is suitable for home garden purposes.