Covered software engineering, database systems, algorithms, distributed systems, mobile development, machine learning, software architecture, security, user experience, and programming fundamentals throughout coursework.

This research developed a smart traffic light system using Google Maps and cameras with neural networks to manage congestion across six junctions. Two algorithms process real-time video and traffic data: one reduces congestion locally, another optimizes network-wide flow. A REST endpoint provides optimal routing recommendations for comprehensive traffic management.