The synthesis of two new stereoisomers of steviamine, namely 1,8a‐di‐epi‐(+)‐steviamine and 2,3‐di‐epi‐(–)‐steviamine, is reported, starting from tri‐O‐benzyl‐D‐glucal. The key step in the synthesis was a modified Julia olefination of a 2‐formyl‐polyhydroxy‐pyrrolidine with a sulfone derived from ethyl acetoacetate. Glycosidase‐inhibition studies revealed that 2,3‐di‐epi‐(–)‐steviamine is a selective inhibitor of α‐galactosidase.