sy00n/etc



📞 Contact

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🛠 Tech Stack

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📝 Education

Period	Institution	Major	Degree	Remarks
2022.06~	Yonsei Univ.	Department of Industrial Engineering, Knowledge Fusion Artificial Intelligence Lab	Master's	Enrolled
2021	SKT	2021 SKT AI Curriculum	Education	Completed
2021.12~	Kookmin Univ.	Department of Computer Science, Artificial Intelligence Lab	Undergraduate Researcher	Completed
2021.03~	Kookmin Univ.	Data Science	Minor	Graduated
2020.03~	Kookmin Univ.	AI Bigdata & management	Major	Graduated
2019.03~	Kookmin Univ.	Forest & Bio technology	-	Major changed

🖥️ Research Area

Research Area
Computer Vision with Deep Learning
Anomaly Detection
Open-Set Recognition
Few-Shot Learning
Incremental/Continual Learning
Self-Supervised Learning
Semantic Segmentation with less supervision
Object Detection

🏆 Competition & Project

Year	Category	Host	Project	Result
2023	Image	CVPR	Workshop VPLOW Object Discovery challenge	2nd place
2023	Sensor	LG Energy Solution	Self-Supervised Learning for sensor-based anomaly detection
2022	Video	KMU	DREAM: Debiased Representation based Evidential Open Set Action Recognition with Multi-modality	link
2022	Image Generation	D&A	Personal Color Classification and Makeup Style Transfer
2022	Recommendation System	KMU	ViT(Vision Transformer)-based Recommendation System utilizing Auxiliary Information	link
2022	Distributed Computing	KMU	Implementation of removing duplicate edges and loops from the hyperlink network graph dataset of Wikipedia using MapReduce
2022	Multi-modal	AI Spark Challenge	Planning and Development of Counseling Support Service through Emotion Analysis	Advanced to the Final Round
2021	NLP	DACON	News Topic Classification AI Competition	top 4%
2021	Time Series	Big Contest	ECO Jeju Division, Predicting Food Waste Amount and Deriving Reduction Strategies
2021	NLP	KMU	Analysis of Customer Reviews in Musinsa Shopping Mall
2021	Spatial Data Analysis (QGIS)	KMU	If Seoul's Starbucks stores need to be reduced by 20% due to prolonged COVID-19, which areas and why?
2021	Spatial Data Analysis (QGIS)	KMU	Mapping and Characteristic Analysis of Restaurants that Survived for 10 Years in the Sungshin Women's University Commercial Area
2021	Speech	KMU	Prediction of Depression through Voice Emotion Analysis
2021	Machine Learning	D&A	Prediction of Customer Gender based on Department Store
2020	Machine Learning	KMU	Customized promotion planning based on gender and age group through analysis of L-point customer purchase data