About Me
I'm interested in missingness-aware time-series modeling (imputation, diffusion, downstream) across manufacturing and healthcare, as well as AI industry–academia projects and new model development.
Research Interests
- Missingness analysis & indicators in sensor/clinical data
- Time-series imputation (predictive, generative, diffusion)
- Anomaly detection & reliability analytics in manufacturing & healthcare
- Downstream task evaluation and integration
- AI industry–academia collaboration & new model development
Milestones
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2025.09
Redesigned the lab website
Participate in a full refresh of the lab’s website
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2025.09
–
M.S. in Industrial Engineering
Ulsan National Institute of Science and Technology (UNIST)
Data Analytics Lab
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2024.12
–
IITP Project — ECG biosignal dataset construction
Building a large-scale ECG dataset (curation, preprocessing, labeling protocol)
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2024.12
– 2025.08
Research Intern — Data Analytics Lab
Time-series imputation/diffusion baselines
Data pipelines for manufacturing & healthcare problems
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2019.02
– 2024.08
B.S. in Industrial Engineering
Ulsan National Institute of Science and Technology (UNIST)