β¨ Welcome to my GitHub profile β a place where I explore and build at the intersection of AI-driven Optimization, Generative AI, and Intelligent Agent Systems.
π I am a researcher in Artificial Intelligence, focusing on Large Language Models (LLMs), Generative AI, and Operations Research.
π€ I design, develop, and analyze optimization algorithms, enhanced by LLM-guided heuristics, generative mechanisms, and adaptive search strategies.
π My research advances AI for scientific discovery and applied domains, tackling challenging optimization and decision-making problems.
π§ Recently, I have also been working on practical agent systems β designing autonomous, reasoning-driven AI agents capable of planning, tool-use, multimodal perception, and long-term memory. These systems aim to bridge the gap between theoretical AI models and real-world, production-ready applications.
π¨ Beyond research, I enjoy building intuitive and user-centered AI applications, ensuring that high-level AI capabilities translate into practical, reliable, and impactful tools.
π‘ My current work centers on AI for optimization, especially:
- LLM-assisted automatic heuristic design (reducing human domain-expert dependence)
- Generative & multimodal guidance for search algorithms
- Agent-based frameworks for routing, navigation, and robotics
π€ I welcome collaborations on AI-powered systems β from combinatorial optimization and agent reasoning to robotics, automation, and beyond.
Please feel free to reach out at haminhhieu1005@gmail.com for potential research collaborations or project discussions. I welcome academic and industry partnerships that explore Generative AI, LLMs, and optimization in Operations Research.