Oğuzhan Güven

Worked on the research and implementation of methods described in the paper "LLM-Assisted Light: Leveraging Large Language Model Capabilities for Human-Mimetic Traffic Signal Control in Complex Urban Environments". Implemented and tested LLM-assisted traffic signal control strategies for complex urban scenarios. Designed and simulated additional traffic scenarios using VISSIM and SUMO to evaluate system performance under varying traffic conditions.

Internship at ISSD (2025-07 – 2025-09)

• Worked on the research and implementation of methods described in the paper "LLM-Assisted Light: Leveraging Large Language Model Capabilities for Human-Mimetic Traffic Signal Control in Complex Urban Environments".
• Implemented and tested LLM-assisted traffic signal control strategies for complex urban scenarios.
• Designed and simulated additional traffic scenarios using VISSIM and SUMO to evaluate system performance under varying traffic conditions.

BSc in Computer Engineering – Faculty of Engineering, Istanbul Kültür Üniversitesi (2021 – 2025)