Available to hire
Hi, I’m Seokwoo Yun, a Data Scientist & AI Researcher with 10+ years of experience in high-stakes data analysis and AI leadership. I specialize in architecting Multi-Agent Systems (MAS) and deep learning models (GNN, Transformers) to automate end-to-end workflows and support complex decision-making.
My work spans advanced R&D building autonomous MAS and multimodal models, turning large-scale operational data into actionable insights, and leading AI initiatives across defense, bioinformatics, and healthcare domains. I enjoy turning ideas into scalable, explainable AI solutions that stakeholders can trust.
Skills
Experience Level
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Intermediate
Language
Korean
Fluent
English
Fluent
Work Experience
Data Scientist at Ar-ge Inc. - AI Research Team
January 1, 2016 - PresentBuilding explainable multi-agent systems and integrated databases for scalable decision support.
Researcher at KAIST – Urban AI Institute
March 1, 2025 - December 31, 2025Developed an AI prediction visualization tool for sales based on Seoul's climate. (News , Demo tool)
Researcher at Dongguk University - Bioinformatics Lab
April 1, 2025 - November 30, 2025Developed multi-agent framework of autonomously reasoning and refining bioinformatics models.
Intelligence Officer - Data Analysis & AI Leadership at South Korea Air Force (ROK Ministry of National Defense)
March 1, 2015 - January 31, 2025Data Analysis: Analyzed large-scale data including flight, target, and battle damage to support decision-making. AI Project Management: Led a AUD 0.8 M defense project on generative models.
Data Scientist at Ar -ge Inc. - AI Research Team
January 1, 2016 - PresentBuilding explainable multi-agent systems and integrated databases for scalable decision support.
Researcher (PI: Ph.D. Yoonjin Yoon) at Korea Advanced Institute of Science & Technology (KAIST) – Urban AI Institute
March 1, 2025 - December 1, 2025Developed an AI prediction visualization tool for sales based on Seoul's climate.
Researcher (PI: Ph.D. Sangsoo Lim) at Dongguk University - Bioinformatics Lab
April 1, 2025 - November 1, 2025Developed multi-agent framework of autonomously reasoning and refining bioinformatics models.
Intelligence officer - Data Analysis & AI Leadership (Major) at Republic of Korea Ministry of National Defense / South Korea Air Force
March 1, 2015 - January 1, 2025Data Analysis: Analyzed large-scale data including flight, target, and battle damage to support decision-making. AI Project Management: Led a AUD 0.8 M defense project on generative models.
Education
M.S. in Bigdata at Sungkyunkwan University
March 1, 2022 - August 1, 2024B.S. in Aerospace Engineering at Republic of Korea Air Force Academy
February 1, 2011 - February 1, 2015M.S. in Bigdata at Sungkyunkwan University
March 1, 2022 - August 1, 2024B.S. in Aerospace Engineering at Republic of Korea Air Force Academy
February 1, 2011 - February 1, 2015Qualifications
Ministry of National Defense Scholarship
January 1, 2022 - December 31, 2024Award for Contributions to AI and Big Data Development
September 1, 2024 - January 29, 2026Award for Contributions to AI and Big Data Development
September 1, 2024 - January 29, 2026Ministry of National Defense Scholarship
January 1, 2022 - December 31, 2024Industry Experience
Software & Internet, Life Sciences, Government, Education, Professional Services
Skills
Experience Level
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Intermediate
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