I am interested in LLM-based time-series forecasting and leveraging external domain knowledge to provide explainable predictions in complex manufacturing environments.

• → Alignment of cross-modality (Language & Time-series)
• → LLM-based time-series forecasting
• → Knowledge-infused predictive modeling
• → Foundation model adaptation for time series

• 2026.02 –
  M.S. in Industrial Engineering

  UNIST
• 2025.08
  – 2026.02
  Research Intern, Data Analytics Lab

  LLM-based time-series anomaly detection & agent modeling
• 2025.02
  – 2025.07
  COOP, INEEJI

  Nitrogen gas demand forecasting & AI monitoring dashboard
• 2020.02
  – 2026.02
  B.S. in Industrial Engineering

  UNIST