In the fast-paced world of digital advertising and marketing, personalization has become a critical factor in capturing audience attention and promoting engagement. Traditional advertising techniques typically rely upon wide targeting, yet today, the rise of expert system (AI) has revolutionized the way brands connect with consumers. AI-driven pers