About Me

Causal Inference/AI, Quantitative Marketing 에 관심이 많습니다.

좀 더 구체적으로 다음과 같은 일을 하며 대체불가능한 problem solver가 되고 싶습니다.

  • 데이터를 통해 인과관계를 파악하고 인사이트를 도출하여 비즈니스 또는 투자 의사결정
  • Context 에 맞는 모델링 및 시스템을 구현

Work Experience

December & Company Asset Management

  • Data Research (Feb.2022 - June 2023)
    • As a data scientist, solved complex measurement problems for decision‑making using econometrics and ML/DL, performed consumer data analysis, prediction and causal inference identification.
    1. Research and Implement data science related Academic papers for Business Impact
    2. Service Improvement/Decision Making through internal data consultation based on causal inference
    3. Managing Experimentation and Dashboard for Decision Making

Education

KAIST (Korea Advanced Institute of Science and Technology)

  • M.S. In Management Engineering (Mar.2020 - Feb.2022)

The Pennsylvania State University

  • B.A. In Advertising (Aug.2013 - May 2016)
    • 1-year early graduation with distiction

Skills

  • Languages
    • Python, SQL, Stata, R
  • Data Science
    • Causal Inference, Econometrics, Machine Learning, Deep Learning, Data Mining, Network Analysis
  • Libarary&Framework
    • Pandas, NumPy, SciPy,Scikit‑Learn, Statsmodels, Linearmodels, CausalML,EconML, Pytorch, TensorFlow
  • ETC
    • Linux, Spark, Airflow, Docker