Request for cs.AI Endorsement – New Paper on Traffic Signal Optimization

Hello everyone,

I’m excited to announce my first submission to the cs.AI category on arXiv! My paper,
“GreenWaveML: A Theoretical Framework for Adaptive Red‑Light Wait‑Time Optimization in Smart Cities,” explores how machine learning can be used to predict traffic signal patterns and provide personalized departure-time and speed recommendations. By aligning drivers’ speeds with upcoming green phases, the model aims to reduce time wasted at red lights, cut fuel consumption, and make urban travel smoother.

Since I’m a new contributor to cs.AI, I need an endorsement from an existing arXiv author with cs.AI privileges. If you’re able to endorse me, I would deeply appreciate your support.

Endorsement URL: Log in to arXiv | arXiv e-print repository

Endorsement code: WAG8CA

If you have any questions or feedback about the research, please feel free to reach out. Thank you for considering my request, and I hope you find the idea useful!

Best regards,
Aman Shaik