Seng Vannak

Mr. Seng Vannak

Automation and Supply Chain Systems Engineering, Royal University of Phnom Penh, Phnom Penh, Cambodia
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Biography

I am a Cambodian lecturer at the Royal University of Phnom Penh (RUPP), specializing in Artificial Intelligence applications in operations management. I hold a Master’s degree in Management Technology from the Sirindhorn International Institute of Technology (SIIT), where I developed a strong foundation in intelligent systems for planning and scheduling. My research focuses on leveraging Agentic AI and reinforcement learning to enhance Make-to-Stock (MTS) production planning in steel pipe manufacturing. By integrating agent-based modeling with AI-driven decision-making, my work aims to optimize production sequencing, real-time rescheduling, and inventory control in complex manufacturing environments. This research led to my first international publication at IMC-AETM 2020, titled: "Genetic Algorithm with Reinforcement Learning for Production Scheduling and Lot Sizing," co-authored with Dr. Chawalit Jeenanunta and Dr. Masahiro Nakamura.

Affiliations

Royal University of Phnom Penh

Phnom Penh, Cambodia

Automation and Supply Chain Systems Engineering

Honors and Awards

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Experience

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