Research
Research grounded in real problems, held to real rigor.
My research sits at the intersection of AI, machine learning, and software engineering — developed through funded projects, a doctoral program, and applied deployments that had to survive contact with the field.
Machine LearningArtificial IntelligenceSoftware EngineeringAgentic Engineering & AI AgentsDeep Learning & Computer VisionDigital Twins & Human–AI Collaboration
Funded Projects & Grants
SecurePrep
2026 — 2027Principal Investigator · University of Da Nang
A University of Da Nang-funded research project, currently led as Principal Investigator.
secureprep.dev ↗FaDoTo Project
2019 — 2025Lead Researcher · Government-funded
Developed machine learning methods for food diagnosis and quality control.
DONASO
Field deploymentAI Platform Lead · Applied research
An AI platform for waste management — taken from lab research to real-world field deployment.
Selected Publications
2025
International · IEEE
↗SecurePrep: A Human-in-the-Loop Toolkit for Privacy-Preserving Prompt Engineering in the LLM Era
N.T. Tuan, H.T. Thao, N.T. Hanh, L.C. Vo, N.T.A. Dao
2024
Domestic · JST-UD
↗Toward an Integrated Process-Verification Model in Process-Based Application Development
Nguyễn Thanh Tuấn, Lê Thành Nhân, Hoàng Thị Thanh Hà
2023
International · ACM
↗VeBPRu: A Toolchain for Formally Verifying Business Processes and Business Rules
T. Nguyen Thanh, N. Le Thanh, H. Hoang Thi Thanh, T. Ha Thi
2021
International
↗Formalization of Business Processes and Business Rules Model using Colored Petri Nets
T.T. Nguyen, T.N. Le, T.T.H. Hoang
2020
Domestic
↗Using Hierarchy to Reduce Complexity in System Modeling with Colored Petri Nets
T.T. Nguyễn, T.N. Lê, T.T.H. Hoàng
Conference talks, invited workshops, and additional working papers are listed on Google Scholar. A full academic profile is maintained at the University of Da Nang.
UDN profile ↗