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Im-GwangMuk/README.md

Hi there ๐Ÿ‘‹

#!/usr/bin/python
# -*- coding: utf-8 -*-


class DataAnalyst:
    def __init__(self):
        self.name = "gwangmuk Im"
        self.role = "Data Analyst"
        self.age = "28"
        self.major = "statistics"
        
    def say_hi(self):
        print(f'Hi! My name is {self.name}.')
        print(f'I\'m a {self.age}-year-old master\'s student in {self.major} who wants to become a {self.role}.')
        print("Thanks for dropping by, hope you find some of my work interesting.")
        
me = DataAnalyst()
me.say_hi()

ezgif com-gif-maker (1)

๐Ÿ“ซ contact

issue badge issue badge

๐Ÿ”ง Technologies & Tools

๐Ÿ† Dacon AI Challenge

Dacon is site that hosts AI Challenge like kaggle. Dacon profile

Growing-period prediction contest. (์ƒ์œก ๊ธฐ๊ฐ„ ์˜ˆ์ธก ๊ฒฝ์ง„๋Œ€ํšŒ, ์ฃผ์ตœ: KIST ๊ฐ•๋ฆ‰๋ถ„์›) 2/97 ์ƒ์œ„ 2% ๐Ÿฅˆ

Dacon link | code link

Hangang water level prediction AI contest for Paldang Dam. (ํŒ”๋‹น๋Œ ํ™์ˆ˜ ์•ˆ์ „์šด์˜์— ๋”ฐ๋ฅธ ํ•œ๊ฐ• ์ˆ˜์œ„์˜ˆ์ธก AI ๊ฒฝ์ง„๋Œ€ํšŒ, ์ฃผ์ตœ: ํ•œ๊ตญ์ˆ˜๋ ฅ์›์ž๋ ฅ(์ฃผ)) 7/308 ์ƒ์œ„ 2%

Dacon link | Repository link

2022 Samsung AI challenge (3D Metrology) (์ฃผ์ตœ: ์‚ผ์„ฑ์ „์ž ์ข…ํ•ฉ๊ธฐ์ˆ ์›) 9/139 ์ƒ์œ„ 6%

Dacon link | Repository link

Smart factory product quality classification AI online hackathon Phase 2 (์Šค๋งˆํŠธ ๊ณต์žฅ ์ œํ’ˆ ํ’ˆ์งˆ ์ƒํƒœ ๋ถ„๋ฅ˜ AI ์˜จ๋ผ์ธ ํ•ด์ปคํ†ค , ์ฃผ์ตœ: LG AI research) 45/495 ์ƒ์œ„ 9%

Dacon link | I will upload the repository after the competition is over....

Smart factory product quality classification AI online hackathon Phase 3 (์Šค๋งˆํŠธ ๊ณต์žฅ ์ œํ’ˆ ํ’ˆ์งˆ ์ƒํƒœ ๋ถ„๋ฅ˜ AI ์˜จ๋ผ์ธ ํ•ด์ปคํ†ค ๋ณธ์„ , ์ฃผ์ตœ: LG AI research) 9/33

Dacon link

Prediction of Arctic ice with satellite images (์›”๊ฐ„ ๋ฐ์ด์ฝ˜ ์œ„์„ฑ ์˜์ƒ์„ ํ™œ์šฉํ•œ ๋ถ๊ทน ํ•ด๋น™ ์˜ˆ์ธก AI ๊ฒฝ์ง„๋Œ€ํšŒ, ํ›„์›: ๊ทน์ง€์—ฐ๊ตฌ์†Œ) 10/107 ์ƒ์œ„ 10%

Dacon link

AI competition for predicting lymphadenopathy in breast cancer (์œ ๋ฐฉ์•”์˜ ์ž„ํŒŒ์„  ์ „์ด ์˜ˆ์ธก AI ๊ฒฝ์ง„๋Œ€ํšŒ, ์ฃผ์ตœ: ์—ฐ์„ธ๋Œ€ํ•™๊ต ์˜๊ณผ๋Œ€ํ•™, JLK, MTS) 54/446 ์ƒ์œ„ 12%

Dacon link | reference

Project Career

  • [๊ฐ€ํ†จ๋ฆญ๊ด€๋™๋Œ€ํ•™๊ต ์‚ฐํ•™ํ˜‘๋ ฅ๋‹จ] ํ•ญ์•”์ œ์œ ๋ฐœ ๋ง์ดˆ์‹ ๊ฒฝ๋ณ‘์ฆ์˜ ํ•œ์˜๊ธฐ์ˆ ๊ณผ Pregabalin ๋ณ‘ํ–‰์น˜๋ฃŒ์— ๋Œ€ํ•œ ์œ ํšจ์„ฑ ์•ˆ์ „์„ฑ ์˜ˆ๋น„์ž„์ƒ์—ฐ๊ตฌ ๋ฐ์ดํ„ฐ ๊ด€๋ฆฌ 2021.03.01 ~ 2021.12.31

  • [์ „๋ถ์—ฐ๊ตฌ์› ์ง€์—ญ๊ฐœ๋ฐœ์—ฐ๊ตฌ๋ถ€] ๊ตํ†ต ๋ฐ์ดํ„ฐ ๋‹ค์ค‘ ๋ถ„๋ฅ˜ ๋ชจ๋ธ ๋ถ„์„ 2021.04 ~ 2021.12

  • [(์ฃผ) ํ”ผ์•ค๋””์†”๋ฃจ์…˜] ์‹์ž์žฌ ์ˆ˜์š”์˜ˆ์ธก์„ ์œ„ํ•œ ํ†ต๊ณ„๋ถ„์„ ์ปจ์„คํŒ… 2021.07.15 ~ 2021.11.30

  • [๋†์ดŒ์ง„ํฅ์ฒญ] ๋…ธ์ง€ ์ฑ„์†Œ ๊ด€๋น„ ์žฌ๋ฐฐ๋ฅผ ์œ„ํ•œ ์ •๋ฐ€ ์ œ์–ด๊ธฐ์ˆ  ๊ฐœ๋ฐœ 2022.01.01 ~ 2022.12.31

  • [๋†๋ฆผ์‹ํ’ˆ๊ธฐ์ˆ ๊ธฐํš ํ‰๊ฐ€์›] ๋ฐ์ดํ„ฐ ๊ธฐ๋ฐ˜ ๋ณตํ•ฉ์•…์ทจ ์˜ˆ์ธก ๋ฐ ์ƒ์‚ฐ์„ฑ ๋น„๊ต ๋ถ„์„ 2022.01.01 ~ 2022.12.31

  • [ํ•œ๊ตญ์ „์ž๊ธฐ์ˆ ์—ฐ๊ตฌ์›] ์‹ค์‹œ๊ฐ„ ๋…น์กฐ ์˜ˆ์ธก ๊ธฐ๊ณ„ํ•™์Šต ๋ชจ๋ธ [1์ฐจ,2์ฐจ] (1์ฐจ : 2021.08.06~2021.11.05, 2์ฐจ : 2022.08.20 ~ 2022.11.04)

  • [ํ™˜๊ฒฝ๋ถ€ ๊ตญ๋ฆฝํ™˜๊ฒฝ๊ณผํ•™์›] ์ธ๊ณต์ง€๋Šฅ ๊ธฐ๋ฒ•์„ ํ™œ์šฉํ•œ ๋ณด ๊ตฌ๊ฐ„ ๋ฌผ ํ™˜๊ฒฝ ๋ฐ์ดํ„ฐ ํ†ตํ•ฉ๋ถ„์„ ์—ฐ๊ตฌ 2022.04 ~ 2022.12

Conference

  • 2022 winter season The Korean Statistical Society poster session

    • ๋‹ด์ˆ˜ ์กฐ๋ฅ˜ ์ข… ์ธ์‹ ๋ฐ ๋ถ„๋ฅ˜๋ฅผ ์œ„ํ•œ ๊ฐ์ฒด ํƒ์ง€ ๋ฐ ๋ถ„ํ• ์— ๋Œ€ํ•œ ์—ฐ๊ตฌ -์ž„๊ด‘๋ฌต, ๊น€์žฌํ›ˆ, ํ—ˆํƒœ์˜-
  • 2023 The Korean Data Analysis Society poster session

    • ์ •๊ทœํ™” ํŠน์ด๊ฐ’ ๋ถ„ํ•ด ๊ธฐ๋ฐ˜ ์ถ”์ฒœ ์‹œ์Šคํ…œ ๋ชจ๋ธ ์ œ์•ˆ ๋ฐ ๋น„๊ต ์—ฐ๊ตฌ -๊น€์žฌํ›ˆ, ์ด๋„ํ˜„, ์ด์ƒํ—Œ, ๊น€๋„์œค, ์ž„๊ด‘๋ฌต, ์„œ๋ฌธ๋ฏผ๊ฑด, ํ™์„์ˆ˜, ํ—ˆํƒœ์˜-

PAPER

  • Estimating Chlorophyll-a Concentration from Hyperspectral Data Using Various Machine Learning Techniques: A Case Study at Paldang Dam, South Korea

    • GwangMuk Im, Dohyun Lee, Sanghun Lee, Jongsu Lee, Sungjong Lee, Jungsu Park, Tae-Young Heo | link
  • [ํˆฌ๊ณ ์˜ˆ์ •] ๋‹ค์–‘ํ•œ ๋จธ์‹ ๋Ÿฌ๋‹ ์•Œ๊ณ ๋ฆฌ์ฆ˜์„ ์ด์šฉํ•œ ๋ณดํ–‰์ž ์‚ฌ๊ณ  ๋‹ค์ค‘ ๋ถ„๋ฅ˜ ๋ฐ ์œ„ํ—˜ ์š”์ธ ํ•ด์„

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