Alumni

이재규 (JaeKyu Lee)

• Affiliation: 오누이 (2023.8~)

• Research area

  • Benchmarking for distributed databases

  • SNS crawler

• M.S. Thesis (2022.8)

  • Adapting TPC-C Benchmark for Distributed Transactions in Elasticsearch

• Experiences

  • M.S. (학석사연계), Dept. of Data Science, SeoulTech, 2021.9 ~ Present

  • B.S. Researcher, Big Data Management and Application Lab., SeoulTech, 2019.5 ~ 2021.8

박종성 (Jong-Seong Park)

• Affiliation: 원프레딕트 (2023.8~)

• Research area

  • Energy usage forecasting

• M.S. Thesis (2022.8)

  • Correlation-based Multi-Level Multimodal Learning for Anomaly Detection on Multiple Energy Sources

• Experiences

  • M.S., Dept. of Data Science, SeoulTech, 2021.9 ~ Present

  • Hanwha Solutions, 2019.7 ~ 2021.6

  • LG Chem, 2018.1 ~ 2019.6

  • M.S., Dept. of Chemical engineering, Hanyang Univ., 2016 - 2017 

김태희 (Taehee Kim)

• Affiliation: 한화 시스템 (2023.5~)

• M.S. Thesis (2022.8)

  • Correlation-based Multi-Level Multimodal Learning for Anomaly Detection on Multiple Energy Sources

• Research area

  • Anomaly detection on various types of energy data

  • Explainable model for anomaly detection 

• Experiences

  • Researcher, Big Data Management and Application Lab., SeoulTech, 2022.9 ~ 2023.4

  • M.S., Dept. of Data Science, SeoulTech, 2019.9 ~ 2022.8

신한섭 (Hansub Shin)

• Affiliation: Naver Webtoon (2021.7 ~)

• M.S. Thesis (2021.8)

  • A Benchmark for Distributed Storage Engines in Big Spatial Data Processing based on Apache Sedona (우수논문상)

• Publications in Lab (2018.5 ~ 2021.7)

  • Benchmarking for big geospatial data management (Journal of Supercomputing, 2022)

  • CNN-based smudge attack (Journal of Information Security, 2022)

  • Word embedding model for Tweet classification (Electronics, 2020

• Experiences

  • M.S. (학석사연계), Dept. of Data Science, SeoulTech, 2019.3 ~ 2021.8

  • 연구인턴, 네이버 웹툰, 2020.12 ~ 2021.3

  • B.S. Intern, Big Data Management and Application Lab., SeoulTech, 2018.5 ~ 2020.2

  • Intern, 휴먼스케이프, 2018.6 ~ 2018.8

문수빈

• Affiliation: 현대자동차  (2023.7~)

• Research area

  • Time-series Analysis

  • Federated Learning

• Experiences

  • B.S. Intern, Big Data Management and Application Lab., SeoulTech, 2021.1 ~ 2023.2

  • SKT, Summer Intern, 2021.8 ~ 2021.8

  • Sugarhill, Intern, 2020.08 ~ 2020.12

이준하 (Junha Lee)

• Affiliation: Naver (2021.6 ~)

• Publications in Lab (2018.5 ~ 2021.6)

  • Spark-based large-scale data analysis (Plos One, 2022)

  • Pattern analysis on log data (IEEE Access, 2020)

• Experiences

  • Researcher, Big Data Management and Application Lab., SeoulTech, 2020.3 ~ 2021.6

  • B.S. Research Intern, Big Data Management and Application Lab., SeoulTech, 2018.5 ~ 2020.2

  • Intern, 휴먼스케이프, 2018.6 ~ 2018.8

현혜인 (HyeIn Hyun)

• Affiliation: 삼성 Research

• Publications in Lab (2018.5~2021.2)

  • Highlight detection with multimodal learning (Applied Soft Computing, 2022)

  • Data processing and management of Tweet (데이터베이스연구, 2019)

• Experiences

  • Intern, 코박, 2018.6 - 2018.8

  • 교환학생, Xi’an International University (XAIU), 2019.3 ~ 2019.6

  • 교환학생, 대만국립과학기술대학교, 2019.9 ~ 2019.12

이소민 (Somin Lee)

• Affilation: 포항공대 데이터사이언스학과 석사과정

• Research area

  • Water quality information management and prediction

• Experiences

  • B.S. Intern, Big Data Management and Application Lab., SeoulTech, 2020.8 ~ 2022.2

임채윤

• Affiliation: 테이텀 시큐리티 (2023.3~)

• Publications in Lab 

  • Deepfake (Scientific Reports, 2023)

• Experiences

  • Researcher, Big Data Management and Application Lab., SeoulTech, 2022.2 ~ 2022.8

  • B.S. Intern, Big Data Management and Application Lab., SeoulTech, 2021.2 ~ 2022.2

이도희

• Affiliation: 플레이위드어스 (2023.1~)

• Publications in Lab (2021.3 ~ 2022.12)

  • Augmented Reality-based Mobile Game (Virtual Reality Journal, SCI)

• Experiences

  • B.S. Intern, Big Data Management and Application Lab., SeoulTech, 2021.3 ~ 2022.12