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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

Myungsun Kim's Projects

2018-g-surf icon 2018-g-surf

GPU acceleration of CVODES for stiff integration of chemical kinetics

dash icon dash

Analytical Web Apps for Python, R, Julia, and Jupyter. No JavaScript Required.

i-want-to-study-data-science icon i-want-to-study-data-science

데이터 μ‚¬μ΄μ–ΈμŠ€λ₯Ό κ³΅λΆ€ν•˜κ³  싢은 뢄듀을 μœ„ν•œ κΈ€

otdd icon otdd

measure dataset distance

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