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.

Seokwoo Yun

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.

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.

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Experience Level

Expert
Expert
Expert
Expert
Expert
Intermediate
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Language

Korean
Fluent
English
Fluent

Work Experience

Data Scientist at Ar-ge Inc. - AI Research Team
January 1, 2016 - Present
Building explainable multi-agent systems and integrated databases for scalable decision support.
Researcher at KAIST – Urban AI Institute
March 1, 2025 - December 31, 2025
Developed 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, 2025
Developed 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, 2025
Data 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 - Present
Building 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, 2025
Developed 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, 2025
Developed 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, 2025
Data 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, 2024
B.S. in Aerospace Engineering at Republic of Korea Air Force Academy
February 1, 2011 - February 1, 2015
M.S. in Bigdata at Sungkyunkwan University
March 1, 2022 - August 1, 2024
B.S. in Aerospace Engineering at Republic of Korea Air Force Academy
February 1, 2011 - February 1, 2015

Qualifications

Ministry of National Defense Scholarship
January 1, 2022 - December 31, 2024
Award for Contributions to AI and Big Data Development
September 1, 2024 - January 29, 2026
Award for Contributions to AI and Big Data Development
September 1, 2024 - January 29, 2026
Ministry of National Defense Scholarship
January 1, 2022 - December 31, 2024

Industry Experience

Software & Internet, Life Sciences, Government, Education, Professional Services