ํ์ฌ ์ผ์ฑ์ ์ DS ํ์ ์ผํฐ์์ ๋ฐ์ดํฐ ๊ธฐ๋ฐ ๋ฐ๋์ฒด ๋ฌผ๋ฅ ์๋ ๋ฐ์ก ์์คํ ๊ฐ์ ๋ฐ ๊ฐ๋ฐ ์ ๋ฌด ํ๊ณ ์์ต๋๋ค. ์์ฐ๋ผ์ธ์์ ๋ฐ์ํ๋ ์ค์๊ฐ ๋ฐ์ก ์ด๋ ฅ ๋ฐ์ดํฐ๋ฅผ ๋ถ์ํ์ฌ ์์ฐ ํจ์จ์ ๋์ด๋ ๋ก์ง์ ๊ฐ๋ฐํ๊ณ ์์ต๋๋ค. ์์ฌ๊ณผ์ ์ผ๋ก ๋ฐ์ดํฐ ๋ง์ด๋์ ์ ๊ณตํ๊ณ , ํนํ ๋ฐ์ดํฐ ๊ธฐ๋ฐ ์์ฌ๊ฒฐ์ ํ๋ก์ธ์ค, ๋ฌผ๋ฅ, ๊ตํต ๋ฐ ์ถ๊ตฌ ์ ์ ๋ถ์์ ๊ด์ฌ์ด ๋ง์ต๋๋ค. ์ด์ ํ์ฉ๋๋ ๋ฐ์ดํฐ ์๊ฐํ, ์๊ณ์ด ๋ฐ์ดํฐ ๋ถ์, ๋จธ์ ๋ฌ๋, ๋ฅ๋ฌ๋ ๊ธฐ๋ฒ๋ค์ ๊พธ์คํ ํ์ตํ๊ณ ์์ต๋๋ค. ๐ง
Software engineer of Samsung Electronics DS Innovation Center, specializing in improving and developing data-driven semiconductor logistics automatic dispatching system. I analyze real-time transportation history data from the manufacturing line in order to develop logic that enhances production efficiency. I have a master's degree in data mining and a keen interest in data-driven decision-making processes. Additionally, I continuously study data visualization, time series data analysis, machine learning, and deep learning (Computer Vision) techniques used in these areas. I enjoy exploring about logistics, transportation, and soccer tactics analysis. ๐คจ
์ ์ ๋ํด์ ์ถ๊ฐ์ ์ผ๋ก ๊ถ๊ธํ์ ์์ผ์๋ฉด ์๋ ๋งํฌ ์ฐธ๊ณ ํด์ฃผ์๊ฑฐ๋ ๋ฉ์ผ๋ก ์ฐ๋ฝ์ฃผ์ธ์. ๐
To learn more about my experience, please feel free to reach out to me through the following channels. ๐ง๐ฝโ๐ป
ํฅ๋ฏธ๋ก์ด ๋ฐ์ดํฐ, ๋ค์ํ ์ฃผ์ ๋ก ๋ถ์ ๋ฐ ํ์ตํ๊ณ ์์ต๋๋ค.
- ์น ์คํฌ๋ฉํ
- ๋ฐ์ดํฐ ์๊ฐํ
- ๋ฅ๋ฌ๋ ๋ชจ๋ธ
- ๋ฐ์ดํฐ ์ฌ์ด์ธ์ค
- ํ์ต
๋ฐ์ดํฐ ๋ถ์์ ํ์ํ ๋ค์ํ ๋ถ์ ํด ํ์ฉ ๊ฐ๋ฅํฉ๋๋ค.
- ํ์ด์ฌ ํจํค์ง
Numpy | Pandas | Scikit-learn | Pytorch | matplotlib | seaborn | Plotly | Beautifulsoup |
---|---|---|---|---|---|---|---|
- ๋ค๋ฅธ ๋ถ์ ํด
Oracle SQL | R | Rstudio | tydiverse | ggplot2 | Tableau | SAS |
---|---|---|---|---|---|---|
- Multi-veiw clustering ์ฐ๊ตฌ
- Pattern Recognition Journal [2020]
- ๐ NB : Faster CCE
- COVID-19 ๋ก ์ธํ ๋ฌด๊ด์ค ์ถ๊ตฌ๊ฒฝ๊ธฐ ์น๋ถ์์ธก ๋ชจํ ์ฐ๊ตฌ