Lecturer • Faculty of Computer Science and Engineering, HCMUT, VNU-HCM
Founder • Agentivium AI
Research
My research focuses on Agent-Native Cognitive AI Systems for real-world domains, where LLMs and autonomous agents are embedded into systems that can perceive, reason, use tools, maintain memory, coordinate actions, and learn from feedback.
I work at the intersection of HPC optimization, job runtime prediction, digital twins, and AI-assisted analytics. My current testbeds include computing infrastructure and Xanh Market / Xanh Story, a TIST Lab initiative for smart agriculture, IoT telemetry, farming diaries, traceability, and AI narrative engines.
My current research topics:
- [Agent-Native Cognitive Architectures]
- [Multi-Agent Orchestration for HPC and Scientific Workflows]
- [Persistent Memory, World Models, and Domain-Grounded Reasoning]
- [AI Narrative Engines and Digital Twin Systems]
- [Closed-Loop Optimization for Intelligent Infrastructure]
I founded Agentivium AI on May 12, 2026 as a vision upgrade from Synergia Research Team → Cognivium Lab → Agentivium AI, with a focus on agent-native AI systems, cognitive infrastructure, and deployable research prototypes.
News
- [05/2026]: [I founded Agentivium AI, a research initiative exploring agent-native AI systems, cognitive infrastructure, and deployable AI architectures for real-world domains.]
- [05/2026]: [Co-organizing the HCMUT HPC Summer School 2026 under the theme Start Local, Compute at Scale, introducing students to HPC, big data, scalable computing, and research-oriented AI workflows.]
- [03/2026]: [Our Synergia Research Team got three papers accepted at IEA/AIE 2026.]
- [12/2025]: [Excited to announce that our new research on LLM with HPC has been accepted at DREAM'26-SCA/HPCAsia26! Our work on "Fine-Tuned Sentence-BERT for HPC Job Outcome Prediction via Textual Feature Embedding" will be presented at the workshop!]
- [11/2025]: [Delighted to share that both our FDSE'2025 paper (HDEM) and MIWAI'2025 paper (Deep RL Scheduling) have been published!]
- [09/2025]: [Honored to be invited as Program Committee Member for DREAM Workshop@SCA/HPCAsia26! This is my first time serving in this position at an academic event!]
- [09/2025]: [Thrilled to announce another paper accepted at MIWAI'2025! A new milestone for our Synergia Research Team!]
- [08/2025]: [Excited to share that I have 2 papers accepted in FDSE'2025 and ACOMPA'2025! One of them is from our amazing Synergia Research Team :)]
- [06/2025]: [I designed a new Dashboard in Google Looker Studio for listing my research projects. Find the topics that interest you and contact me if you want to become a part of my research team :]
Selected Publications
Awards
Academic Services
[1st Workshop on Data Reduction and Energy-Aware Data Movement (DREAM'26-SCA/HPCAsia26, Japan)]
[5th International Conference on Advanced Network Technologies and
Intelligent Computing (ANTIC'2025)]
[2025 IEEE Symposium on Computer Applications & Industrial
Electronics (ISCAIE 2025)]
[Future Data and Software Engineering (FDSE'25)]
[The Journal of Supercomputing 2021-2022]
Teaching
Mobile App Development [CO3043], Operating System [CO2017]
Operating System [CO2018], Computer Networks Labs [CO3094]
Community
[Founder of Agentivium AI], [Founder of Big Data Club, HCMUT], [Microsoft Student Learn Ambassador]
Miscellaneous
I am a fan of BlackBerry, although I am using Apple devices for daily use :)