About Me
I am interested in LLM-based time-series forecasting and leveraging external domain knowledge to provide explainable predictions in complex manufacturing environments.
Research Interests
- Alignment of cross-modality (Language and Time-series)
- LLM-based Time-Series forecasting
- Knowledge-infused predictive modeling
- Foundation model adaptation for downstream time-series applications
Milestones
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2026.02
– TBD
M.S. in Industrial Engineering
Ulsan National Institute of Science and Technology (UNIST)
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2025.08
– 2026.02
Research Intern - Data Analytics Lab
LLM-based time-sereis anomaly detection
LLM-based agent modeling for virtual simulation
Time-series analysis for forecasting
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2025.02
– 2025.07
COOP in INEEJI
Development of nitrogen gas demand forecasting and control models
Web-based dashboard development for AI model monitoring
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2020.02
– 2026.02
B.S. in Industrial Engineering
Ulsan National Institute of Science and Technology (UNIST)