I'm Myungsun Kim, a Big data/AI engineer.
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 |
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 ₯λ°μ΄ν° νμ© μ μλΉμ€ κ°λ° | 2020.06 ~ 2020.07 | 2 | μ΅μ°μμ μμ | νκ΅μ λ ₯κ³΅μ¬ |
| 2 | μμ€ν νμ§ λ³νλ‘ μΈν μ¬μ©μ λΆνΈ μμ§ | 2021.01 ~ 2021.02 | 3/408 | Top 1 % | LG AI Research |
| 3 | μ λ ₯λ°μ΄ν° νμ© μμΈ‘ λͺ¨λΈ κ°λ° λ° μ μλΉμ€ μ μ | 2020.06 ~ 2020.07 | 3 | 3λ±μ μμ | νκ΅κ΄κΈ°μ μ |
| 4 | λΉ λ°μ΄ν° νμ© μ μλΉμ€ κ°λ° | 2020.06 ~ 2020.07 | 4 | μ₯λ €μ μμ | DGBλꡬμν |
| 5 | λΈλ μ₯λκ° μ μ‘° 곡μ μ΅μ ν | 2020.06 ~ 2020.07 | 5/99 | Top 5 % | LGμ¬μ΄μΈμ€νν¬ |
| 6 | μμλ ₯λ°μ μ μν νλ¨ | 2020.01 ~ 2020.02 | 12/188 | Top 6 % | νκ΅μλ ₯μμλ ₯ |
| 7 | μ¨λ μΆμ | 2020.03 - 2020.04 | 11/378 | Top 3 % | νκ΅μμλ ₯μ°κ΅¬μ |
- 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
If you have any questions please send me an
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Facebook
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Alibaba
D3
Tencent