As an intern at Irys Technologies, I applied data‐driven analysis and mathematical modeling to improve IoT‐based urban management tools, boosting resource allocation and efficiency. I supported business development by contributing to $5M in venture funding and $7M in grants, and prepared client materials for the U.S. Air Force. Collaborating with the CTO on research initiatives, I refined product demonstrations for major expos. This experience highlighted the power of cutting‐edge analytics and stakeholder collaboration in smart city innovation.