Seungwon Kim
Tech Lead - ATI Labs (Autonomous Terminal Intelligence) at Incheon International Airport Corporation
Incheon, South Korea
Summary
👤
Senior🎓
Top SchoolSeungwon Kim is a tech lead and AI/ML engineer with 8 years of experience building large-scale simulation, optimization, and production ML systems for mission-critical airport operations. At Incheon International Airport Corporation he designed and deployed passenger flow prediction and discrete-event simulation platforms that ran full-day simulations in ~20 seconds and helped keep peak departure processing under ICAO standards during record volumes. His background in electrical infrastructure engineering and an M.S. in Computer Science from Georgia Tech underpin a rare blend of systems engineering, simulation engine design, and end-to-end production deployment. He focuses on operational AI and distributional optimization, turning predictive models into automated decision systems used across terminals 24/7. A detail that sets him apart: he replaced costly manual passenger surveys with an automated journey reconstruction and waiting-time labeling pipeline that scales continuous measurement while saving significant annual costs.
8 years of coding experience
Master's degree, Computer Science, Master's degree, Computer Science at Georgia Institute of TechnologyBachelor's degree, Electronic Engieering, Bachelor's degree, Electronic Engieering at Kyungpook National UniversityExchange student, Exchange student at PSB AcademyExchange student, Exchange student at TalTech – Tallinn University of Technology
Github Skills (16)
nlp7
pytorch6
natural-language-processing6
bert5
lora5
transformers5
huggingface4
transformer4
huggingface-transformers4
acl3
keras1
style-transfer1
deep-learning1
similarity1
tensorflow1
Programming languages (2)
Github contributions (5)
seungwon1/batch_rl
Aug 2019 - Jan 2020
Contributions:102 commits, 107 pushes, 1 branch in 4 months
seungwon1/Short-Term-Load-Forecast
Aug 2018 - Feb 2025
Contributions:27 pushes, 1 branch in 6 years 7 months
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