Delia Grimwood developed a Personalized Multimodal Input with User Context feature for the MSDLLCpapers/teal-agents repository, enabling the system to process both text and image inputs while incorporating user-specific details such as location, preferences, and history. Using Python and leveraging skills in API development and full stack engineering, Delia integrated user-context data to generate tailored responses, enhancing user engagement and experience. The technical approach involved cross-modality data handling and privacy-conscious design, establishing a foundation for future expansion. Although the work focused on a single feature over one month, it demonstrated depth in multimodal processing and user-context integration.