- Explainable artificial intelligence for real world problem solving
- Critical sensor selection using deep learning for multi-sensor data
- Tree-based interpretable machine learning for structured big data
- Data collection, Loading, Preprocessing, Feature Extraction, Modeling, Validation, Meaning Extraction & Pattern Recognition, Reporting, Decision, Action
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ShinhanCard - 21.10 ~ present
- Customer Insight & Marketing Team, Payments Group - 23.01 ~ present
- Data Governance Team, BigData R&D Center, CDO - 22.01 ~ 23.01
- BigData Planning Team, BigData R&D Center, CDO - 21.10 ~ 22.01
-
LG Electronics - 19.08 ~ 21.10
- LG Professional Instructor, Data Scientist
- BigDataScience TP, AI BigData Team, CDO - 21.06 ~ 21.10
- Manufacturing Intelligence Task, BigData Team, DXT Center, CTO - 19.08 ~ 21.06
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KOREA Univ - 17.08 ~ 19.08
- Master of Science in Industrial Management Engineering, Data Mining & Quality Analytics Lab
- Adviser: Prof.Seoung Bum Kim
- Research Activities
- 3 accepted papers
- 3 domestic presentations
- 7 project experiences
- 2 honors & awards
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DH Industrial - 16.06 ~ 17.03
- Overseas Internship - Cesky Tesin, Ostrava, Czech Republic
- Department: Production Management
- SAP: MM, SD
- Appreciation Award Plaque