During November 2024, Vishnu Allavisetty developed a risk-aware investment workflow for the AutoProphet repository, focusing on frontend development with React, JavaScript, and CSS. He built an Investment Pool Page that displays investment metrics and a table of investments, enhancing the user interface and experience. Vishnu integrated a multi-step Risk Survey, allowing users to assess their risk tolerance and generate a personalized risk profile. The workflow includes a UI control to launch the survey directly from the Investment Pool Page. This work established a foundation for risk-based recommendations, demonstrating depth in UI/UX design and thoughtful integration of interactive frontend features.