This project evolved far beyond its initial concept, proving the power of iteration, collaboration, and strategic refinement. Through continuous feedback loops, deep research, and cross-disciplinary teamwork, we transformed early ideas into a robust, data-driven MVP—one that delivers real impact and sets the stage for future innovation. Working within a highly complex problem space, we focused on research, strategy, and user-driven solutions to create a scalable and impactful product. The project required stakeholder engagement, geospatial data visualization, and a human-centered approach to turn insights into action, ultimately shaping a solution that bridges technology with real-world challenges.