Chiral amphiphiles are useful for controlling the structures and properties of supramolecular assemblies, but their stereocontrolled synthesis is generally difficult, because their long alkyl chains tend to bring unfavorable effects on the solubility, reactivity, and crystallinity of molecules. Typical examples are amphiphilic 1,2‐amino alcohols (S)‐1 and (1S,2S)‐2 developed by our group, which were known to serve as chiral reaction media for controlling the stereochemistry of asymmetric photoreactions. We previously developed synthetic schemes for these 1,2‐amino alcohols, but their synthetic efficiencies were unsatisfactory (13 steps with 2% overall yield for (S)‐1; eight steps with 8% yield for (1S,2S)‐2). As the main reason of such low efficiencies, the stereocontrolling methods we previously employed (diastereomer‐salt crystallization for (S)‐1; stereoselective reactions for (1S,2S)‐2) were not ideal. Here, we report highly improved synthetic schemes for (S)‐1 and (1S,2S)‐2 based on the enantioselective high performance liquid chromatography (HPLC) separation of intermediates in preparative scales. Compared with the previous schemes, the new schemes are advantageous in fewer number of steps, higher overall yield, and lower risk of racemization (seven steps with 15% overall yield for (S)‐1; seven steps with 26% overall yield for (1S,2S)‐2).