About Me
๋ค์ํ Data Analysis ๊ฒฝํ (Python, Tableau, AWS, GCP ๋ฑ ์ฌ์ฉ)
- ์กฐ์ ์ ์ผ๋๋ด IOT row data ๊ธฐ๋ฐ ๋ฐ์ดํฐ ๋ถ์ ๋ฐ ๋์๋ณด๋ ์๊ฐํ ๊ฒฝํ
- Echarts ๋ฐ Datatables๋ฅผ ์ด์ฉํ ํนํ ๋ฐ์ดํฐ Clustering ๊ฒฐ๊ณผ ์๊ฐํ ๊ฒฝํ
- ์ ์ค๋ถ์์ ์ํ ๊ธฐ์, ๊ตํต ๋ฑ ๋ฐ์ดํฐ ์์ง ๋ฐ ์๊ฐํ๋ฅผ ํตํ ์ธ์ฌ์ดํธ ๋์ถ ๊ฒฝํ
- ์ฐ๊ตฌ์ฃผ์ ๋ฐ๊ตด์ ์ํ ๋ ผ๋ฌธ๋ฐ์ดํฐ, ํฌํธ์ฌ์ดํธ ์์ง ๋ฐ NLP๋ถ์ ๊ฒฝํ
์๊ธฐ ๊ฐ๋ฐ์ ์ํ ์ง์์ ์ธ ์คํฐ๋ ๋ฐ ์ปค๋ฎค๋ํฐ ํ๋
- ๋ง๋ค๊ณ ์ถ์ ์๊ฐํ ์ ์ ํ ํ๋ธ๋ก ์ปค๋ฎค๋ํฐ, SNS ๋ฑ ํฌ์คํ
- ๊ณต๋ถํ๊ณ ํ์ตํ ๋ด์ฉ ์ ๋ฆฌ ๋ฐ ๊ณต์ ์๊ฐ์ ๋๋, Study Log
- ๋ ผ๋ฌธ ๋ฆฌ๋ฉ ํ ํ ์คํธ ์์ฝ ๋ฐ ๊ตฌํ ์ฝ๋ ์์ฑ
- ๊ตญ๋ด ์ ์ผ ํ๋ธ๋ก ์ปค๋ฎค๋ํฐ, ํ๋์ ๋ฐ์ดํฐ ์๊ฐํ ํ๋ธ๋ก ์ปค๋ฎค๋ํฐ 11๊ธฐ
Projects
- ํ๋ก์ ํธ๊ธฐ๊ฐ : 2020.03 ~ 2020.12
- ์ง์๊ธฐ๊ด : ํ๊ตญ๊ณผํ์ฐฝ์์ฌ๋จ
- ๊ฐ๋ฐ ํ๋ก์ ํธ ๋งค๋์
- Front-end & Back-end ๊ฐ๋ฐ
- ํ๋ก์ ํธ DB ์ค๊ณ
- ํ๋ฉด์ค๊ณ์ ๋ฐ ๊ธฐ๋ฅ๋ช ์ธ์ ์์ฑ
- ์์ธ๊ธฐ์ :
- Python
- ๋ฐ์ดํฐ ์ฒ๋ฆฌ : pandas, numpy
- Django : Web framework๋ก ์ด์ฉ & Back-end ๊ฐ๋ฐ
- Bootstrap, HTML, CSS, jQuery, Ajax : Web Front-end ๊ฐ๋ฐ
- PostgreSQL : web์ ํ์ํ Database ์ค๊ณ ๋ฐ ๊ตฌ์ถ
- Docker : Docker ๊ธฐ๋ฐ ์์คํ ์๋ (Web, DB, ์ฑ์ ๋ชจ๋ธ ๋ฑ)
- GCP : GCP ์น ์๋ฒ ๊ตฌ์ถ
- Python
- ํ๋ก์ ํธ๊ธฐ๊ฐ : 2019.12 ~ 2020.11
- ์ง์๊ธฐ๊ด : ๋์ฐ์กฐ์ ํด์(์ฃผ)
- ๋ํ๋ฉด ๋์๋ณด๋ ๊ตฌ์ฑ ๋ฐ ์๊ฐํ
- ๋ฐ์ดํฐ ์ ์ฒ๋ฆฌ ๋ฐ ์๊ฐํ ํ์ดํ๋ผ์ธ ๊ตฌ์ถ
- ์ง๊ฒ์ฐจ, ๊ณ ์์ฐจ, ๋ธ๋ก, ํ๋ฌผ์ฐฝ, ๋ฒ์ค, ์๋ฆฌ ๋์๋ณด๋ ์ ์
- ์์ธ๊ธฐ์ :
- Python
- ๋ฐ์ดํฐ ์ ์ฒ๋ฆฌ ๋ฐ ํ์ดํ๋ผ์ธ ๊ตฌ์ถ : Pandas, Numpy, MySQLConnector
- ๋ฐ์ดํฐ ์๊ฐํ : Matplotlib, Seaborn
- Tableau
- ํ๋ธ๋ก ์๋ฒ ๊ตฌ์ถ : ์ฌ๋ด ์๋ฒ์ค์ window ์๋ฒ ์ค์น ํ ํ๋ธ๋ก ์๋ฒ ์ค์น
- ์๊ฐํ : WIP, ๋งต์ฐจํธ, heatmap, ๋ง๋์ฐจํธ, ๋ผ์ธ์ฐจํธ, ํ ๋ฑ
- Mysql : ์๋ฒ ๋ด ๋ฐ์ดํฐ๋ฒ ์ด์ค ์ค๊ณ ๋ฐ ๊ตฌ์ถ
- Docker : ์ฌ๋ด ์๋ฒ ๋ชจ๋ ํ๋ก๊ทธ๋จ(Mysql, Django ๋ฑ) ๋์ปคํ
- Python
- ํ๋ก์ ํธ๊ธฐ๊ฐ : 2019.09 ~ 2019.12
- ์ง์๊ธฐ๊ด : TEAMLAB
- Front-end & Back-end ๊ฐ๋ฐ
- Data visualization - echarts, Datatables, Wordcloud
- ์์ธ๊ธฐ์ :
- Python
- ๋ฐ์ดํฐ ์ฒ๋ฆฌ : Pandas, Numpy
- ์์ฐ์ด ์ฒ๋ฆฌ : Word2Vec, nltk, gensim
- ๋ฐ์ดํฐ ์๊ฐํ : TSNE, KMeans, Wordcloud
- Django : Web framework๋ก ์ด์ฉ & Back-end ๊ฐ๋ฐ
- Bootstrap, HTML, CSS, jQuery, Ajax : Web Front-end ๊ฐ๋ฐ
- ๊ฒ์ ๊ฒฐ๊ณผ : ECharts, DataTables
- MySQL : Web์ ํ์ํ Database ๊ตฌ์ถ
- Python
- ํ๋ก์ ํธ๊ธฐ๊ฐ : 2019.08 ~ 2019.12
- ์ง์๊ธฐ๊ด : ์์ธ๊ธฐ์ ์ฐ๊ตฌ์
- ์ ์ค, ๊ตํต, ๊ธฐ์ ๋ฐ์ดํฐ ์์ง ๋ฐ ์ ๋ฆฌ
- ๊ฐ์ค ๋ฐ ๊ธฐ์ด ๋ฐ์ดํฐ ์๊ฐํ ๋ฐ ๋ถ์
- ์๊ณ์ด ๋ถ์, ์๊ด๋ ๋ถ์, ๊ธฐ์ดํต๊ณ ๋ถ์
- ์์ธ๊ธฐ์
- Python
- ๋ฐ์ดํฐ ์์ง : Selenium, Beautifulsoup
- ๋ฐ์ดํฐ ์ฒ๋ฆฌ : Pandas, Numpy
- ๋ฐ์ดํฐ ์๊ฐํ : Matplotlib, Seaborn
- Python
Experience
Under the vision of 'Return to Busan,' Team Reboot gathers diverse hearts as one, aiming to leap toward a shining future.
Team Reboot is committed to strengthening trade standardization through AI algorithms, leading Busanโs maritime and trading industry to pave the way for a future where people prosper, experience enduring happiness, and live with freedom.
WizLive is the only perfect coding education.
As a certified coding education specialist in WIZLIVE, I taught students to improve problem solving and computing thinking through data collection, analysis, and programming.
TeamLab researches NLP, Patent Analysis, Data Analysis, etc.
do_something_new = lambda x: x in TEAMLAB
Education
Pukyong National University, Korea
Master of Science - MS
2023.09 ~ present
Industrial and Data Engineering
Gachon University, Korea
Bachelor of Science - BS
2017.02 ~ 2021.02
Industrial Management Engineering / Data Science
GPA : 4.25/4.5 (Summa Cum Laude)
- [2019.03 ~ 2021.02] Reserve Officersโ Training Corps (ROTC)
- [2018.03 ~ 2021.02] Gachon Departmental Honors
- [2017.03 ~ 2018.02] Student council member
A Little More About Me
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