Gwangil Seo
Manager at SK주식회사 C&C
Seoul, South Korea
Summary
👤
Senior🎓
Top SchoolGwangil Seo is a manager and AIOps/ML engineer with 8 years of experience building production-grade AI systems and MLOps platforms for finance and manufacturing clients. He has led development of robo-advisors, portfolio and trading optimization systems, and enterprise AI/OCR products—owning architecture, API design, model optimization (including reinforcement learning reward tuning), and secure deployment on Kubernetes/AWS. Comfortable across the stack, he combines backend service work, database tuning, and inference-serving (TensorFlow, PyTorch, TRITON) with hands-on infrastructure management for both cloud and on-prem environments. A statistics graduate, he brings a rigorous data-first approach to feature engineering and AutoML while also driving developer-facing operational tooling and performance profiling. Notably, his career blends customer-facing PoCs for banks and insurers with internal platformization work that reduced friction for repeated model deployment.
8 years of coding experience
학사, Statistics, 학사, Statistics at 부산대학교
Stackoverflow
1reputation
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Github Skills (9)
translate9
edit9
latex8
pdf8
translation8
obsidian8
math6
python6
openai4
Programming languages (1)
Github contributions (5)
Gwangil/C.I.GG
Feb 2019 - May 2022
Contributions:42 commits, 39 pushes, 1 branch in 3 years 2 months
Gwangil/PHM-Prognostics-and-Health-Management
Jan 2019 - Jan 2019
Contributions:38 commits, 28 pushes, 1 branch in 10 days
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