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Lead Investigator

Jeju RIS Office for High-Intelligent Service

• Spearhead AI curriculum integration across Jeju educational institutions
• Craft AI deployment strategies tailored to Jeju's unique cultural and economic landscape

Chief Innovation Officer

Cheju Halla University, Jeju, Korea

• Orchestrate university-wide AI and emerging technology research initiatives
• Direct cutting-edge AI research, bridging theoretical frameworks with industry applications
• Establish and nurture a dynamic knowledge exchange platform for AI research

Head of Research

Natural Language Research Center, Cheju Halla University, Jeju, Korea

• Steer development of advanced AI-driven NLP models for financial sector applications
• Spearhead creation of AI-powered virtual physician to revolutionize healthcare delivery
• Pioneer AI technologies in robotic art and visual media, fusing AI with creative expression

Assistant Professor

Artificial Intelligence Engineering, Cheju Halla University, Jeju, Korea

• Deliver comprehensive AI engineering curriculum spanning NLP, MLOps, Robotics, and Operating Systems
• Guide and mentor student research projects, fostering innovation in AI applications

Visiting Scholar

Precourt Institute for Energy, Stanford University, Stanford, CA, USA

• Spearheaded project leveraging ML and NLP to revolutionize ESG data analysis and investment strategies
• Pioneered extraction of actionable insights from unstructured ESG data for sustainable investment decisions
• Integrated advanced technological methodologies with financial analysis to deepen understanding of ESG factors in investment
• Contributed to evolution of sustainable investing standards, championing data-driven approaches to corporate responsibility
• Harnessed expertise in sustainable finance and technology to propel transition towards a decarbonized, climate-resilient global economy

Researcher

Yonsei Business Research Institute, Yonsei University, Seoul, Korea

Senior Quantitative Analyst

Gian Research, Seoul, Korea

• Engineered sophisticated risk models and portfolio tools for equity and bond investments
• Provided expert consultation on pension fund management systems and asset management processes
• Architected innovative fixed-income risk model and quantitative equity rating system

Head of Quantitative Strategy

Hyundai Securities, Seoul, Korea

• Conducted in-depth research on asset allocation strategies for MOLIT Housing Fund
• Delivered compelling investment strategy presentations at various industry forums
• Designed and implemented cutting-edge quantitative factor investing strategies
• Provided expert consultation and testing for low-volatility strategies in ETF construction
• Developed sophisticated earnings valuation models and pair trading systems

Head of Research and Development

FnGuide Inc., Seoul, Korea

• Led R&D initiatives across diverse business and product lines
• Spearheaded implementation of state-of-the-art database systems and financial research solutions
• Provided expert consultation on custom index management and equity management systems

Traffic Optimization Platform for Jeju Traffic Safety

Cheju Halla University, Jeju, Korea

• Spearhead initiative to enhance Jeju's transportation infrastructure, leveraging data-driven urban planning to improve quality of life and provide insights into AI applications in traffic management
• Conduct comprehensive analysis of traffic patterns and signal timing at key Jeju intersections
• Drive development of cutting-edge real-time traffic network data update systems
• Lead creation and validation of sophisticated traffic flow simulation models
• Spearhead evaluation of AI-driven signal optimization strategies' effectiveness

Multi-Object Detection and Robotic Drawing with Multiple Camera Sensors

Cheju Halla University, Jeju, Korea

• Pioneered advancements in digital art through innovative integration of multi-object detection technologies with AI and robotic drawing

The Bank of Korea Knowledge Partnership Program with Cambodia

Cheju Halla University, Jeju, Korea

• Conducted comprehensive analysis of Bank of Korea's communication strategies
• Formulated and proposed effective communication strategies for Cambodia's NBC
• Leveraged advanced machine learning-based text mining for nuanced policy analysis

Dissecting Corporate Reputation Risk in News Media: An Aspect-Based Sentiment Analysis Approach

Cheju Halla University, Jeju, Korea

• Employed cutting-edge ABSA techniques to analyze corporate and CEO reputations in news media

Analyzing the Value and Bias in ESG Information: An Innovative Approach Using NLP

Aju Research Institute of Corporate Management, Seoul, Korea

• Engineered sophisticated NLP model to evaluate ESG information from diverse media sources
• Conducted in-depth assessment of the relationship between ESG information and stock price movements
• Pioneered identification of inherent biases in media coverage of ESG aspects

AI-Based Style Transfer for Digital Art

Cheju Halla University, Jeju, Korea

• Spearheaded development of innovative AI platform for style transfer in digital art

An AI-Based Text-to-Image Generation System for Enhancing Artistic Expression

Cheju Halla University, Jeju, Korea

• Pioneered creation of AI system for Korean text-to-image transformation in digital art

Development of a Pathology Database for an Internet Hospital Platform

Cheju Halla University, Jeju, Korea

• Spearheaded extraction and processing of complex pathology data for NLP applications
• Led development of advanced pathBERT, NER, and RE models for medical data analysis
• Engineered sophisticated Knowledge Graph and QA model

ML-based ESG Ratings Model

Aju Research Institute of Corporate Management, Seoul, Korea

• Pioneered development of innovative ML model for ESG ratings
• Leveraged cutting-edge NLP and big data analytics for comprehensive ESG performance evaluation

Translating Data into Insights

Precourt Institute for Energy, Stanford University, Stanford, CA, USA

• Spearheaded exploration of advanced technologies for ESG data analysis
• Leveraged state-of-the-art ML and NLP techniques for extracting actionable insights from ESG data

eKoNLPy: Korean NLP Python Library for Economic Analysis

Yonsei University, Seoul, Korea

• Engineered eKoNLPy, a sophisticated Korean Natural Language Processing (NLP) Python library tailored for economic analysis
• Enhanced functionality of Mecab tagger from KoNLPy, optimizing handling of economic terms, financial institutions, and company names
• Integrated advanced sentiment analysis features for nuanced interpretation of monetary policy statements

Evaluating the Effectiveness of the BOK Communication using Text Mining

The Bank of Korea, Seoul, Korea

• Pioneered evaluation of BOK communication effectiveness through advanced text mining techniques

Information Extraction and Summarization System using Big Data and AI

Sogang University, Seoul, Korea

• Spearheaded development of sophisticated system for information extraction and summarization
• Leveraged cutting-edge AI and big data techniques for financial industry applications

Ph.D. in Finance

Yonsei University, Seoul, Korea

• Thesis: Deciphering Monetary Policy with Text Mining: An Automated Polarity Classification Approach

M.A. in Economics

Yonsei University, Seoul, Korea

• Specialization: Financial Engineering

B.S. in Industrial Engineering & Computer Science

Yonsei University, Seoul, Korea

Chartered Alternative Investment Analyst

CAIA Association

• Credential ID: 10683
• Expertise in alternative investment sector, encompassing hedge funds, private equity, real estate, and commodities

Chartered Financial Analyst

CFA Institute

• Credential ID: 348641
• Mastery in investment industry, covering financial analysis, portfolio management, and ethics

Certified Research Analyst

Korea Financial Investment Association

• Credential ID: 6606001314
• Proficiency in investment research, encompassing financial analysis, research methodologies, and ethical standards

Data Architecture Professional

Korea Database Agency

• Credential ID: DAP-06003
• Expertise in data architecture, including data modeling, database design, and data governance