2025 Agentic AI-Based Intelligent Education Platform Joint development of AI Professor System integrating Saltlux LUXIA LLM and Cheju Halla's education platform TIU AI Education Center Development Establishment of an advanced AI education center in Uzbekistan as a joint project between Cheju Halla University and TIU Intelligent Road Maintenance and Smart Infrastructure AI-powered road surface inspection and autonomous repair systems for Jeju smart infrastructure 2024 Traffic Optimization Platform for Jeju Traffic Safety AI-driven traffic management system to enhance Jeju's transportation infrastructure using data-driven urban planning 2023 Multi-Object Detection and Robotic Drawing with Multiple Camera Sensors Developed methods integrating multi-object detection technologies with AI and robotic drawing in digital art Robot Drawing System A robot that can draw pictures using a pen The Bank of Korea Knowledge Partnership Program with Cambodia Analyzed Bank of Korea's communication strategies and proposed communication strategies for Cambodia's NBC using machine learning-based text mining Dissecting Corporate Reputation Risk in News Media Aspect-based sentiment analysis approach to analyze corporate and CEO reputations in news media AI-Based Style Transfer for Digital Art Development of an AI platform for style transfer in digital art, enabling artistic expression through machine learning 2022 Analyzing the Value and Bias in ESG Information Innovative approach using NLP to evaluate ESG information from various media sources and assess relationship with stock price movements AI-Based Text-to-Image Generation System Created an AI system for Korean text-to-image transformation in digital art, enabling creative expression through natural language 2021 Development of a Pathology Database for an Internet Hospital Platform AI-powered virtual physician for healthcare delivery with pathology database development and NLP applications ML-based ESG Ratings Model Developed machine learning model for ESG ratings using NLP and big data analytics for ESG performance evaluation 2020 2019 Translating Data into Insights: New Technology Enhances ESG Data Analysis and Investing Explored technologies for ESG data analysis using ML and NLP techniques for sustainable finance and climate-resilient economy research 2018 Evaluating the Effectiveness of the BOK Communication using Text Mining Evaluated Bank of Korea communication effectiveness using text mining techniques for monetary policy analysis 2017 Information Extraction and Summarization System using Big Data and AI Developed system for information extraction and summarization using AI and big data techniques for financial industry applications