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  • CJ OliveNetworks
  • Seoul, Korea

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mysunk/README.md

Hi there πŸ‘‹

I'm Myungsun Kim, a Big data/AI engineer.

Publications

A list of research publications published in domestic/international journals/conferences.
You can find the details on GitHub repos.

NO Year Works Github Repo Published in
1 2022 Inferring Socio-Demographic Information Using Smart Meter Data by Transfer Learning household-characteristic-inference ICGEA
2 2020 Deep Learning based end-to-end Physical Layer Secret Key Generation using Wireless Channel State Information research-secretkey-generation KICS

Data Science Projects

The list of data science challenges/competitions.
You can find all the EDA and srcs of the projects through the link in the table below.

NO Works PERIOD RANK REMARK ORGANIZATION
1 μ „λ ₯데이터 ν™œμš© μ‹ μ„œλΉ„μŠ€ 개발 2020.06 ~ 2020.07 2 μ΅œμš°μˆ˜μƒ μˆ˜μƒ ν•œκ΅­μ „λ ₯곡사
2 μ‹œμŠ€ν…œ ν’ˆμ§ˆ λ³€ν™”λ‘œ μΈν•œ μ‚¬μš©μž 뢈편 μ˜ˆμ§€ 2021.01 ~ 2021.02 3/408 Top 1 % LG AI Research
3 μ „λ ₯데이터 ν™œμš© 예츑 λͺ¨λΈ 개발 및 μ‹ μ„œλΉ„μŠ€ μ œμ•ˆ 2020.06 ~ 2020.07 3 3등상 μˆ˜μƒ ν•œκ΅­κ΄‘κΈ°μˆ μ›
4 빅데이터 ν™œμš© μ‹ μ„œλΉ„μŠ€ 개발 2020.06 ~ 2020.07 4 μž₯렀상 μˆ˜μƒ DGBλŒ€κ΅¬μ€ν–‰
5 λΈ”λŸ­ μž₯λ‚œκ° 제쑰 곡정 μ΅œμ ν™” 2020.06 ~ 2020.07 5/99 Top 5 % LGμ‚¬μ΄μ–ΈμŠ€νŒŒν¬
6 μ›μžλ ₯λ°œμ „μ†Œ μƒνƒœ νŒλ‹¨ 2020.01 ~ 2020.02 12/188 Top 6 % ν•œκ΅­μˆ˜λ ₯μ›μžλ ₯
7 μ˜¨λ„ μΆ”μ • 2020.03 - 2020.04 11/378 Top 3 % ν•œκ΅­μ›μžλ ₯연ꡬ원

Work experiences

  • Time series data analysis & API Serving to AmorePacific - B2B
  • Natural Language Generation & API Serving to Customers - B2C
  • ML Pipeline engineering(MLOps) - Platform
  • CI/CD via gitlab runner - Platform

Contact

If you have any questions please send me an Gmail Badge

Pinned Loading

  1. research-secretkey-generation research-secretkey-generation Public

    Research code for secret key generation

    Python 3 2

  2. household-characteristic-inference household-characteristic-inference Public

    Infer household characteristics from energy comsumption data

    Python

  3. dacon-lg-user dacon-lg-user Public

    Predict user complaints using system log

    Jupyter Notebook

  4. kepco-appliances-scheduling kepco-appliances-scheduling Public

    Schedule appliance usage of household

    Python

  5. dreamai-load-forecasting dreamai-load-forecasting Public

    Day ahead load forecasting

    Jupyter Notebook 1

  6. daegu-area-recognition daegu-area-recognition Public

    2nd Daegu bigdata contest

    Python