Thanh Hoang Le Hai

Lecturer • Department of Computer Systems and Networks • Falculty of Computer Science and Engineering, HCMUT, VNU-HCM

Research

My research focuses on Cognitive AI Systems for Real-World Domains, where Large Language Models (LLMs) are embedded within cognitive architectures that can perceive environments, build structured memory, reason over domain dynamics, and learn from feedback. I am particularly interested in moving AI beyond stateless prompt-response behavior toward closed-loop intelligent systems grounded in real-world data and operations.

This direction builds on my background in HPC optimization, job runtime prediction, digital twin systems, and AI-assisted analytics for agriculture. I serve as the Product Manager of the Xanh Market solution, a core product of TIST Lab, IST, HCMUT, and I use domains such as agriculture and computing infrastructure as living testbeds for cognitive AI architectures that connect perception, reasoning, recommendation, and continuous adaptation.

My current research topics:

• [Cognitive AI Architectures for Domain-Grounded Reasoning]
• [Persistent Memory and World Models for Agriculture and HPC Systems]
• [LLM-Based Reasoning, Explanation, and Planning over Real-World Telemetry]
• [Closed-Loop Optimization and Recommendation Systems for Intelligent Infrastructure]

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