Sung Woo Hwang
I am an M.S. candidate at the GCL Lab, Inha University, advised by Namhyuk Ahn (co-advised by In Kyu Park). My research focuses on large language models and agentic AI — autonomous agents that plan, use tools, and reason over multi-step tasks. Building on my background in logistics, I am especially interested in applying these systems to decision-making for real-world supply-chain problems.
Research Interests
Supply Chain & Agentic AI
- Agentic AI — building autonomous LLM agents that plan, use tools, and reason over multi-step tasks.
- Supply Chain — applying LLM agents to supply chain optimization, demand forecasting, and logistics decision-making.
Publications
No publications yet — currently in preparation. Please check back, or feel free to email me for ongoing work.
Education
Inha University — M.S. Candidate, Electrical & Computer Engineering
GCL Lab · advised by Namhyuk Ahn (co-advised by In Kyu Park)
GCL Lab · advised by Namhyuk Ahn (co-advised by In Kyu Park)
Sep 2025 – Present
Inha University — B.S., Logistics
Double major: Software Convergence Engineering
Double major: Software Convergence Engineering
Mar 2020 – Aug 2025
Research Experience
Logistics Optimization Laboratory, Graduate School of Logistics, Inha University
Research Intern with Prof. Hwa Joong Kim
Research Intern with Prof. Hwa Joong Kim
Oct 2023 – Jan 2025
Other Experience
Republic of Korea Army Special Warfare Command
Sergeant, 7th Airborne Special Forces Brigade · Military Specialty: Special Warfare Demolitions
Sergeant, 7th Airborne Special Forces Brigade · Military Specialty: Special Warfare Demolitions
Jul 2021 – Feb 2023
Personal
Outside of research, I run marathons (about 10 km a day), cook, and study Spanish. I love a wide range of music — from 70s classics to bossa nova, with João Gilberto's 'The Girl from Ipanema' and 'Para machucar meu coração' as longtime favorites.
Languages
- Korean (native)
- English (intermediate)
- Spanish (basic)