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ML Research Engineer Sungkyunkwan University (SKKU) · South Korea Mar 2025 – Jan 2026
Sungkyunkwan UniversityML Research Engineer Sungkyunkwan University (SKKU) · South Korea Mar 2025 – Jan 2026
Mar. 2025- Architected dual-stream Vision Transformer fusing RGB + thermal modalities for adverse-weather semantic segmentation — 2,197 image pairs, mIoU 42.94% → 43.29%, +37% Bicycle class gain vs. SegFormer baseline. - Designed 4+ full ML pipelines (ingestion → feature engineering → training → deployment) in an international research team. - Leveraged Kaggle benchmarks for model evaluation and reproducibility across vision and NLP tracks.

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