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Key Reflections

Engineering is more than just calculations; it's a continuous process of learning from every intersection, road expansion, and traffic flow analysis. I share these insights to bridge the gap between technical theory and the lived reality of urban infrastructure, fostering a community of shared growth and better-designed cities.

Major Insights

Deep-diving into traffic engineering projects reveals more than just data—it reveals the structural lessons that shape how we move through the world. Here, I share the core reflections and technical challenges encountered during my work.

Urban Flow
Signal Coordination Strategies

Analyzing the impact of adaptive signal control technologies on arterial thoroughfare congestion during peak commute hours.

Safety Analysis
Roundabout Safety Performance

Reviewing longitudinal safety data from multi-lane roundabout implementations in diverse suburban traffic environments.

Future Mobility
V2I Integration Challenges

Critical lessons learned from the deployment of legacy road hardware alongside next-gen vehicle-to-infrastructure systems.

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