I have innovated a novel advertising framework, encapsulated in the patent “A Deep Learning-Based System for Personalized Advertising”, under the registration ID 20 2023 104 170.1, which intelligently leverages user-generated content for personalized product recommendations. My patented method prioritizes product durability to enhance advertising relevance and conversion potential, setting a new standard in targeted marketing strategies.