Research Paper: Published a paper on optimizing billboard allocation using bipartite graphs, providing a 20% increase in efficiency over existing solutions. ◦ Algorithm Development: Developed algorithms for optimal tag allocation by analyzing real-world advertising data and implementing them . ◦ Data Analysis: Utilized graph theory and mathematical models to reduce advertising costs while increasing visibility.