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Achievement: Pair ExtraordinaireAchievement: Pull SharkAchievement: Quickdraw

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Chan-980730/README.md

๐Ÿง‘โ€๐Ÿ’ป ์ด์„ฑ์ฐฌ (Chan Lee)

Junior AI Engineer

๐Ÿ“ซ Contacts

๐Ÿ’ก Introduce

๊ธฐ์ดˆ๋ถ€ํ„ฐ ์ฐจ๊ทผํžˆ ์Œ“์•„๊ฐ€๋ฉฐ, ์‚ฌ์šฉ์ž์—๊ฒŒ ๊ฐ€์น˜ ์žˆ๋Š” AI ์„œ๋น„์Šค๋ฅผ ๋งŒ๋“œ๋Š” ๊ฒƒ์„ ๋ชฉํ‘œ๋กœ ํ•˜๊ณ  ์žˆ์Šต๋‹ˆ๋‹ค.
๋ถ€ํŠธ์บ ํ”„๋ฅผ ํ†ตํ•ด ML ์—”์ง€๋‹ˆ์–ด๋ง ๊ธฐ๋ฐ˜ ํ”„๋กœ์ ํŠธ ๊ฒฝํ—˜์„ ์Œ“์•˜๊ณ ,
์ด๋ฏธ์ง€ ๋ถ„๋ฅ˜, ๋ชจ์˜ ๋ฉด์ ‘ ๋งค์นญ ๋“ฑ ์‹ค์ „ ํ”„๋กœ์ ํŠธ๋ฅผ ์ฃผ๋„์ ์œผ๋กœ ์ˆ˜ํ–‰ํ–ˆ์Šต๋‹ˆ๋‹ค.

๐Ÿ”ง Skills

AI Engineering

  • PyTorch ๊ธฐ๋ฐ˜ ์ด๋ฏธ์ง€ ๋ถ„๋ฅ˜ ๋ชจ๋ธ ํ•™์Šต ๊ฒฝํ—˜
  • ๋”ฅ๋Ÿฌ๋‹ ํŒŒ์ดํ”„๋ผ์ธ ๊ตฌ์„ฑ ๋ฐ ์‹คํ—˜ ์„ค๊ณ„ ๊ฒฝํ—˜ ๋ณด์œ 

Machine Learning Engineering

  • ๋ชจ๋ธ ์„ฑ๋Šฅ ๋น„๊ต ์‹คํ—˜ ๋ฐ ํ†ต๊ณ„์  ์œ ์˜์„ฑ ๊ฒ€์ • ์ˆ˜ํ–‰ (McNemar's Test)
  • MongoDB๋กœ ์‹คํ—˜ ๊ฒฐ๊ณผ ์ €์žฅ ๋ฐ ๋ถ„์„ ํ™˜๊ฒฝ ๊ตฌ์„ฑ

Data Analysis & Visualization

  • Matplotlib, Seaborn ๊ธฐ๋ฐ˜ ์‹œ๊ฐํ™” ์ž๋ฃŒ ์ œ์ž‘
  • ํ•™์Šต ๊ณก์„ , Confusion Matrix ๋“ฑ ์ง€ํ‘œ ๊ธฐ๋ฐ˜ ์„ฑ๋Šฅ ๋ถ„์„

Main Tools:
Python, PyTorch, torchvision, sklearn, PIL, Matplotlib, Seaborn, tqdm, MongoDB

๐Ÿ’ผ Projects

๐ŸŒธ Flower โ€“ ๊ฝƒ ๋ถ„๋ฅ˜ ๋ชจ๋ธ ์„ฑ๋Šฅ ๋น„๊ต (2025.03.17 ~ 2025.03.30)

๊ฒฐ์ธก ์ด๋ฏธ์ง€ ์ฒ˜๋ฆฌ ์—ฌ๋ถ€์— ๋”ฐ๋ฅธ ResNet50 ๋ชจ๋ธ ์„ฑ๋Šฅ ๋น„๊ต ์‹คํ—˜

  • PyTorch ๊ธฐ๋ฐ˜ ๋ชจ๋ธ ํ•™์Šต, ์„ฑ๋Šฅ ๋น„๊ต ๋ฐ ์‹œ๊ฐํ™”
  • MongoDB ์—ฐ๋™์œผ๋กœ ์‹คํ—˜ ๋กœ๊ทธ ์ €์žฅ ๋ฐ ๋ถ„์„
  • McNemarโ€™s Test๋กœ ํ†ต๊ณ„์  ์œ ์˜์„ฑ ๊ฒ€์ •
    ๐Ÿ“Œ [Project Repo or Notion Link]

๐Ÿ—ฃ๏ธ WingTerview โ€“ 1:1 ๋ชจ์˜ ๋ฉด์ ‘ ๋งค์นญ ์„œ๋น„์Šค (2025.03.31 ~ 2025.08.01)

์œ ์‚ฌ๋„ ๊ธฐ๋ฐ˜ ์ž๋™ ๋งค์นญ ์•Œ๊ณ ๋ฆฌ์ฆ˜์„ ํ™œ์šฉํ•œ ๋ฉด์ ‘ ํ”Œ๋žซํผ

  • ์œ ์‚ฌ๋„ ๊ธฐ๋ฐ˜ ๋งค์นญ ์•Œ๊ณ ๋ฆฌ์ฆ˜ ์„ค๊ณ„
  • ํŒ€ ํ˜‘์—…์„ ํ†ตํ•œ ์ „์ฒด ๋ฐ์ดํ„ฐ ํ๋ฆ„ ๊ธฐํš ๋ฐ ์„ค๊ณ„
    ๐Ÿ“Œ [Project Repo or Notion Link]

๐ŸŽ“ Education

  • ๋™๊ตญ๋Œ€ํ•™๊ต WISE์บ ํผ์Šค
    ๋น…๋ฐ์ดํ„ฐ ์‘์šฉํ†ต๊ณ„ํ•™๊ณผ (2018.03 ~ 2024.02) / ๋ถ€์ „๊ณต: ํ–‰์ •๊ฒฝ์ฐฐ๊ณต๊ณตํ•™๋ถ€

  • Kakao Tech Bootcamp 2๊ธฐ
    ์ƒ์„ฑํ˜• AI ๊ณผ์ • ์ˆ˜๋ฃŒ (2025.01 ~ 2025.08)

    • Spring REST API ๊ฐœ๋ฐœ
    • ๋ฐ์ดํ„ฐ ์ˆ˜์ง‘ โ†’ ์ „์ฒ˜๋ฆฌ โ†’ ํ•™์Šต ์ž๋™ํ™” ์›Œํฌํ”Œ๋กœ์šฐ ๊ตฌ์„ฑ

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