•Developed a deep learning model to optimize drone delivery routes, significantly reducing delivery times by calculatingoptimal delivery sequences and visualizing time windows for delivery availability.•Applied reinforcement learning to enhance the model’s efficiency, further optimizing delivery routes in real-time.

Develop a machine learning model that finds the relationship between speed variation (celeration) and red-light violations using advanced machine learning techniques, achieving high validation accuracy.Write a comprehensive report summarizing findings and emphasizing the impact on traffic safety