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STAI x BWLB
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@halla-ai @hyfi-suite @hyper-containers @hyper-templates @sustainability-ai @econ-ai @chu-aie @nlp4ss

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entelecheia/README.md

ἐντελέχεια 【en.te.lé.kʰeː.a】

pypi-image home-img stai-img halla-img course-img lecture-img playground-img

Coined by Aristotle from ἐντελής (entelḗs, “complete, full, accomplished”) + ἔχειν (ékhein, “have, hold”).

entelecheia

👋 Hi there, I'm Young Joon Lee (이영준)

🎓 Associate Professor of Artificial Intelligence 💼 Chief Innovation Officer 🌍 Regional Innovation & Global AI Education Leader

🧠 About Me

I’m an educator, researcher, and innovator at the intersection of Artificial Intelligence, Natural Language Processing (NLP), and Financial Economics. My mission is to connect cutting-edge AI research with real-world challenges — developing models that reason ethically, explain transparently, and serve humanity responsibly.

🔬 Research Focus

  • Large Language Models & Knowledge Graphs — advancing Agentic AI and Socratic reasoning architectures
  • NLP for Economic & Financial Analysis — measuring policy effects through sentiment and media signals
  • Ethical AI — frameworks for fairness, accountability, and transparency in AI systems
  • Behavioral Economics-Inspired AI — modeling rational and bounded-rational decision systems

🚀 Leadership & Flagship Projects

🦾 AI-Based Autonomous Road Repair Robot

Leading a consortium with Seoul National University, KAIST, and RovoRoad to build the world’s first AI-powered autonomous road repair system, integrating visual intelligence, robotics, and predictive maintenance. (Source: Yonhap News, Sept 2025)

🧩 Agentic AI-Based Intelligent Education Platform

Directing a 4-way collaboration (Cheju Halla University × Saltlux × Yonsei University × KAIST) to create a next-generation learning system using trustworthy, dialogic AI for human-AI co-reasoning. (Source: News Jeju, Sept 2025)

🌐 KOICA–TIU–Cheju Halla AI Training Center (Uzbekistan)

Project Director for KOICA’s first AI Education Center in Central Asia, training over 100 local educators and engineers in ethical AI, GenAI, and data literacy. (Source: NewsNJeju, Aug 2025)

💻 Sustainable Transition with AI (STAI)

Leading a global workshop series linking AI, ESG, and climate resilience, fostering sustainable innovation strategies for public and private sectors.

🌄 Jeju AI Computing & Innovation Ecosystem

Establishing the Jeju AI Innovation Cluster through partnerships with ESTsoft, AWS, Saltlux, and regional industries to nurture next-generation AI professionals and startups.

📊 Economic Research & Media Impact

My interdisciplinary work integrates AI-based text mining and monetary policy analysis, exploring how linguistic tone in central-bank communications affects financial markets. In August 2025, AjuNews featured my joint research on “News-Based Monetary Policy Surprises.” The study showed that tone shifts in monetary policy news—not just interest-rate changes—trigger measurable moves in bond yields and credit spreads, influencing both investor and consumer expectations.

This line of research highlights how AI and NLP can reveal latent economic signals, providing policymakers and analysts with new tools for real-time macroeconomic insight.

🎓 Education & Mentorship

  • Designing AI curricula blending rigorous theory with applied innovation
  • Mentoring students in LLM fine-tuning, NLP system design, and AI ethics
  • Leading cross-cultural AI education initiatives in Jeju, Uzbekistan, and beyond

💡 Core Values

I believe that innovation must be human-centered and value-driven. Every research and teaching initiative I lead is guided by empathy, ensuring that technology amplifies inclusion rather than inequality. I pursue collaboration across academia, industry, and government to turn ideas into impact. And I remain committed to sustainability—designing AI systems and educational ecosystems that endure ethically and socially.

🌏 Vision

To redefine the future of education, finance, and sustainability through ethical AI innovation—building technologies that not only think intelligently but act responsibly.

📫 Let’s Connect

📈 GitHub Statistics

📊 GitHub Stats

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🔥 Recent Contributions

entelecheia's github activity graph

3d contributions

🔗 Link with me on linkedin-img

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  1. dotfiles dotfiles Public

    Dotfiles management for Dev

    Shell 4 3

  2. eKoNLPy eKoNLPy Public

    Korean NLP Python Library for Economic Analysis

    Python 55 24

  3. nlp4ss nlp4ss Public

    NLP for Social Science

    Jupyter Notebook 4 5

  4. deepnlp-2025 deepnlp-2025 Public

    Deep Learning for NLP 2025

    CSS 1

  5. hyperfast-docker-template hyperfast-docker-template Public

    A docker template that helps you jump start your docker container

    Jinja 3 5

  6. hyperfast-uv-template hyperfast-uv-template Public

    Streamlining Python Project Development with a Comprehensive Toolset for Quality, Efficiency, and Maintainability

    Jinja 1