Projects
Overview of research projects, R&D capabilities, and collaborative networks of the Donghyun Lee AI Group.
🚀 R&D Capabilities
We provide specialized AI solutions and consulting services for government agencies and industries.
Our expertise spans across trustworthy AI development, full-stack system implementation, and data-driven policy analysis.
Trustworthy AI & XAI
Development of explainable (XAI) and robust AI models.
Verification of AI reliability for mission-critical applications.
MLOps & Pipeline Engineering
Building end-to-end machine learning pipelines.
Automating model training, deployment, and monitoring systems.
Full-Stack Development
Developing web-based dashboards for data visualization.
Backend infrastructure design for stable AI service serving.
Data Analysis & Consulting
Advanced statistical analysis and predictive modeling.
Providing data-driven insights for policy making and strategy.
Selected Research Projects
Highlighting recent key projects funded by major institutions.
Wild Bird Avian Influenza Spread Prediction Research
2023 - 2025Developing spatial spread prediction models using Machine Learning.
Funded by National Wildlife Disease Management InstituteSimulation of Infectious Disease Prediction Using Transfer Learning
2020 - 2025Long-term research on AI-based infectious disease modeling and transfer learning applications.
Funded by Korea Research Foundation (NRF)Industrial Workforce Market Trends Analysis with LLM
2024Utilizing Big Data and Large Language Models (LLM) for analyzing trends and demand.
Funded by Office of Strategic R&D PlanningTest Data Analysis for EV Lithium-Ion Batteries
2023Remaining life measurement analysis and modeling for electric vehicle batteries.
Funded by Korea Test Laboratory (KTL)Automated MLOps Pipeline for Algal Bloom Prediction
2023Construction of automated data pipeline using deep learning for MLOps.
Funded by Korea Environment Institute (KEI)🤝 Collaboration Inquiry
We welcome proposals for joint research, industrial projects, and technical consulting.
If you are looking for a professional AI R&D partner, please feel free to contact us.
Email: donghyun.lee [at] hufs.ac.kr
Clients & Partners
Trusted by leading institutions and organizations.
