About

Yeonghyeon Marcel KO (고영현)

Bachelor’s Degree in Seoul National University

• Major : Archaeology
• Double Major : Statistics

Papers

• 벡터자기회귀모형 및 AutoEncoder-LSTM을 통한 전자기기 전력소비량 예측
• 호서지역 청동기시대 주거지 범주화 양상-PCA 및 MCMC Sampling을 중심으로
• Statistical Estimation of Effects of Implemented Government Policies on COVID-19 Situation in South Korea
• Which National Factors Are Most Influential in the Spread of COVID-19?

Technology Stacks

• Python : TensorFlow, Django Framework, Web Crawling, Data Visualization & Preprocessing (NumPy + Pandas)
• R : Machine Learning, Data Visualization & Preprocessing (Dplyr, ggplot, Stan)
• JavaScript, TypeScript : React
• Dart : Flutter
• Spark (Scala) : with Zeppelin Notebook
• CI/CD : AWS(EC2, S3, RDS), Docker, Jenkins

Certificate

• ADSP (데이터분석 준전문가)
• SQLD (SQL 개발자)
• Linux Master 2급
• 정보처리산업기사
• IoT 지식능력검정
• 워드프로세서

Project

• 오렌지농장 : 생필품 및 가사노동 관리 웹서비스 (GitHub)
• Guam : 프로젝트 같이 할 사람 괌!
• Cookatoo : 요리 레시피 읽어주는 어플
• WaffleStudio 수강신청
• Wafflow : 프로그래밍 질문답변 사이트

(2021 ~ )

• Technical Leader at SK hynix Enterprise Architecture Planning Team
• Internship at SK hynix Enterprise Architecture Planning Team
• PO/Client Developer in Guam Team
• Server Developer in Cookatoo Team

(2020 ~ )

• Internship at Bioinformatics and Biostatistics Lab. (BIBS) in Seoul National University

  • COVID-19 Growth Curve Modelling (Poisson, Logistic, Gompertz Model)

• Web Development (both Backend & Frontend) project orangenongjang

  • Backend : Django Framework (Python)
  • Frontend : React library (TypeScript)
  • Deployment : AWS EC2 & RDS (MySQL)
  • CI/CD : GitHub Actions
  • Collaboration : GitHub / Jira / Zepelin

• Web Programming Club WaffleStudio

  • Backend & Server Developer

(2019)

• Coala Univ. II

  • Web Crawling Study
  • Machine Learning Study
  • Project on Quant Modeling

• Google Studyjam

  • ML Introductory(February)
  • Cloud Intermediate(March)
  • ML Intermediate(April)
  • ML Advanced(June)

(2017 ~ 2019)

• Served in Air Force as a Computer Processing and Administrative Soldier

  • hosted the seminars for studying Machine Learning Theory and reviewing the papers about AI

(2014 ~ 2016)

• SNU Baseball Team

  • played as a Third baseman and an Outfielder
  • participated the friendly match with Tokyo University Baseball Team

• Excavation in Azerbaijan : Ancient tombs in the Bronze Age