While it's theoretically possible to use deep learning models to generate personalized fragrances based on an individual's olfactory preferences and personality traits, it presents several challenges and complexities.
Additionally, regulations and safety considerations would need to be addressed thoroughly before implementing AI-generated fragrances for commercial or personal use.
I recommend checking the latest research and updates from reputable sources to stay informed about the current state of AI applications in fragrance creation.