The beauty industry is seeing a significant change toward mobile solutions. Users are growingly requesting convenient approaches to access individualized makeup recommendations and purchase products. This direction has fueled innovation in areas such as artificial intelligence- virtual makeup testers, personalized skincare formulations delivered di