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์‹  ๋ณ‘ ๊ทผ ByeongGeun Shin

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introduction
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Jan 1, 2025
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๐Ÿ‘จโ€๐Ÿ’ผ ๋ฐ์ดํ„ฐ์˜ ์„ธ๊ณ„์— ํ‘น ๋น ์ง„ ๊ฐœ๋ฐœ์ž

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Data Driven Decision, ์• ์ž์ผ XP(eXtreme Programming) ๊ฐœ๋ฐœ ์Šคํƒ€์ผ์„ ์„ ํ˜ธํ•ฉ๋‹ˆ๋‹ค .
Python์„ ์ฃผ๋กœ ์‚ฌ์šฉํ•˜๋ฉฐ, Pytorch ์™€ Tensorflow & Keras ๋ฅผ ์ฃผ ํ”„๋ ˆ์ž„์›Œํฌ๋กœ ์‚ฌ์šฉํ•ฉ๋‹ˆ๋‹ค.
๋‹ค์–‘ํ•œ ์ปจํผ๋Ÿฐ์Šค์— ์ฐธ์„ํ•˜์—ฌ ๋Š˜ ์ƒˆ๋กœ์šด ๊ธฐ์ˆ ์„ ์ฐพ์•„๋ณด๊ณ  ๊ณต๋ถ€ํ•˜๋ฉฐ ํ˜„์žฌ ์ž‘์—…์„ ๊ฐœ์„ ํ•  ์ˆ˜ ์žˆ๋„๋ก ๋…ธ๋ ฅํ•ฉ๋‹ˆ๋‹ค.
๋Œ€๋ถ€๋ถ„์˜ ๊ณผ์ œ ๋ฐ ๊ณต๋ชจ์ „์—์„œ ํŒ€์žฅ ๋ฐ PM์„ ๋งก์•˜์œผ๋ฉฐ, ํŒ€๊ณผ์˜ ์†Œํ†ต / ํ˜‘์—… ์„ ์ค‘์‹œํ•ฉ๋‹ˆ๋‹ค.
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3๋…„์ฐจ AI์—”์ง€๋‹ˆ์–ด๋กœ ์—ฌ๋Ÿฌ ํ”„๋กœ์ ํŠธ, ํ”„๋ฆฌ๋žœ์„œ๋ฅผ ๋งก์•˜๊ณ  ์ด๋Ÿฐ ๊ฒฝํ—˜์ด ์žˆ์Šต๋‹ˆ๋‹ค.
  • ์‹ ๊ทœ ์„œ๋น„์Šค ์ธ๊ณต์ง€๋Šฅ ๋ชจ๋ธ ๊ธฐํš
  • ๋น…๋ฐ์ดํ„ฐ ์ˆ˜์ง‘, ์ €์žฅ, ๋ถ„์„ ๋ฐ ๋ถ„์‚ฐ์ฒ˜๋ฆฌ
  • ํ•™์Šต์šฉ ๋ฐ์ดํ„ฐ ์ˆ˜์ง‘ํ™˜๊ฒฝ ๋ฐ ๋ฐ์ดํ„ฐ์…‹ ๊ตฌ์ถ•
  • ๋จธ์‹ ๋Ÿฌ๋‹ ๋ฐ ๋”ฅ๋Ÿฌ๋‹ ๋ชจ๋ธ ๊ตฌํ˜„ ๋ฐ ์„ฑ๋Šฅ ๊ฐœ์„  ์—ฐ๊ตฌ
  • AI๋ชจ๋ธ ๋ฐฑ์—”๋“œ ์„œ๋น™ ๋ฐ ๋ถ„์‚ฐ์ฒ˜๋ฆฌ
  • ์ œํ’ˆ ํ”„๋กœํ† ํƒ€์ž… ๊ฐœ๋ฐœ ๋ฐ ํ”„๋กœ๋•์…˜ ๋ ˆ๋ฒจ ์„œ๋น„์Šค ๊ตฌํ˜„
  • ๊ธฐํš์„œ, ์—ฐ๊ตฌ๊ฐœ๋ฐœ๊ณ„ํš์„œ, ์„ค๊ณ„์‚ฌ์–‘์„œ, ๋…ผ๋ฌธ, ํŠนํ—ˆ ๋“ฑ ์ž‘์„ฑ
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๐Ÿ’ซ Profile

  • GitHub
teto-ri - Overview
PUSAN NATIONAL UNIV. CSE_19 . teto-ri has 14 repositories available. Follow their code on GitHub.
teto-ri - Overview
https://github.com/teto-ri
teto-ri - Overview
๊ฐœ์ธ ํ”„๋กœ์ ํŠธ ์ฝ”๋“œ ๋ฐ ์Šคํ„ฐ๋”” ๋‚ด์šฉ์„ ์ €์žฅํ•œ GitHub ํ”„๋กœํ•„์ž…๋‹ˆ๋‹ค.
  • Blog
Blog | Teto-ri
by teto-ri
Blog | Teto-ri
https://tetori-blog.vercel.app/blog
๊ฐœ๋ฐœ์ž ๊ณต๋ถ€๊ธฐ๋ก, ์„ฑ์ทจ, ํšŒ๊ณ  ๋“ฑ์„ ๊ธฐ๋กํ•œ ๊ธฐ์ˆ ๋ธ”๋กœ๊ทธ์ž…๋‹ˆ๋‹ค.
  • Kaggle
ShinBG | Contributor
Korea, Electric&computer engineering of Pusan National University _19
ShinBG | Contributor
https://www.kaggle.com/shinbg
ShinBG | Contributor
๋‹ค์–‘ํ•œ ๋ฐ์ดํ„ฐ ๋ถ„์„, ๋จธ์‹ ๋Ÿฌ๋‹ ๊ธฐ๋ฒ•์„ ์—ฐ์Šตํ•˜๊ณ  ๋Œ€ํšŒ๋“ค์˜ ์ปค๋„์„ ์ •๋ฆฌํ•œ Kaggle ํ”„๋กœํ•„์ž…๋‹ˆ๋‹ค.
  • Linkedin
www.linkedin.com
https://www.linkedin.com/in/shinbg/
๋งํฌ๋“œ์ธ ํ”„๋กœํ•„ ๋ฐ ์ด๋ ฅ์„œ์ž…๋‹ˆ๋‹ค.
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๐Ÿ”Ž Work Experience

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(์ฃผ)ํŠธ๋ฆฌ๋…ธ๋“œ

1์–ต ๋‹ค์šด๋กœ๋“œ ์ด์ƒ์„ ๊ธฐ๋กํ•˜๋ฉฐ ์ „ ์„ธ๊ณ„์ ์œผ๋กœ ์‚ฌ๋ž‘๋ฐ›๊ณ  ์žˆ๋Š”๋ชจ๋ฐ”์ผ ํผ์ฆ ๊ฒŒ์ž„ โ€˜ํฌ์ฝ”ํŒกโ€™๊ณผ โ€˜ํฌ์ฝ”ํฌ์ฝ”โ€™์˜ ๊ฐœ๋ฐœ์‚ฌ
2025.01.01 ~ 2025.02.28 ( 2๊ฐœ์›” )
Data Analyst
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  • ๋ผ์ด๋ธŒ ๊ฒŒ์ž„์˜ ํ•„์š”ํ•œ ๊ฐ€์„ค ๋„์ถœ ๋ฐ ๋ฐ์ดํ„ฐ ๋ถ„์„ ์ง„ํ–‰, ์•ก์…˜ ์•„์ดํ…œ ๋„์ถœ
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Busan - HQ
๋ผ์ด๋ธŒ์‹ค IDํŒ€
2025.01-2025.02
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[์‚ฐํ•™ ํ˜‘๋ ฅ ๋ฐ์ดํ„ฐ ๋ถ„์„ ์ธํ„ด]
  • DAU 200๋งŒ ๊ทœ๋ชจ ๋ชจ๋ฐ”์ผ ํผ์ฆ ๊ฒŒ์ž„ 'ํฌ์ฝ”ํฌ์ฝ”' ์ „๋žต ๊ธฐํš ๋ฐ ๊ด€๋ฆฌ ์ง€์›
  • ๋ฐ์ผ๋ฆฌ ๋ฏธํŒ… ๋ณด๊ณ ์šฉ ํ†ต๊ณ„ ์—‘์…€ํ‘œ ์ž๋™ํ™” ํ”„๋กœ๊ทธ๋žจ ๊ฐœ๋ฐœ
  • ์ผ๋ณธ์–ด, ํ•œ๊ตญ์–ด ๊ฐ„ ๊ฒŒ์ž„ ๋‚ด ํ™”๋ฉด ์ž๋™ ๋ฒˆ์—ญ ๋ฐฑ์˜คํ”ผ์Šค ์‹œ์Šคํ…œ ์ง€์›
  • LDA ํด๋Ÿฌ์Šคํ„ฐ๋ง ๊ธฐ๋ฐ˜ ์ผ๋ณธ ๊ณ ๊ฐ ๋ฆฌ๋ทฐ ๋ถ„์„ ๋ฐ ๊ฐœ์„ ์ฑ… ๋„์ถœ, ์›Œ๋“œ ํด๋ผ์šฐ๋“œ ์‹œ๊ฐํ™”
  • ํ†ต๊ณ„ ๋ถ„์„ ๋ฐ ํšŒ๊ท€ ๋ชจ๋ธ๋ง์„ ํ†ตํ•œ ์ด๋ฒคํŠธ ์œ ์šฉ์„ฑ๊ณผ KPI ์˜ํ–ฅ๋„ ํ‰๊ฐ€
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(์ฃผ)IWAZ

๊ฒ€์ƒ‰์—”์ง„, ๋น…๋ฐ์ดํ„ฐํ”Œ๋žซํผ, ํ…์ŠคํŠธ๋งˆ์ด๋‹ ์†”๋ฃจ์…˜ ๊ฐœ๋ฐœ ๊ณต๊ธ‰, ์ˆ˜์ง‘/์ €์žฅ/๋ถ„์„/์‹œ๊ฐํ™” ์„œ๋น„์Šค AI ์ „๋ฌธ ๊ธฐ์—…
2020.06.15 ~ 2023.06.30 ( 3๋…„ 1๊ฐœ์›” )
AI Engineer
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  • NLP, Computer Vision, BigData๋“ฑ AI ๋ชจ๋ธ ์„ค๊ณ„ ์—ฐ๊ตฌ, ๊ฐœ๋ฐœ ๋ฐ ๋ฐฐํฌ ์—…๋ฌด ๋‹ด๋‹น
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Daejeon - HQ
์ •๋ณด๊ฒ€์ƒ‰ํŒ€
2020.07-2020.12
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[KISTI ์ƒ์‹œ์ด์Šˆ๋ถ„์„๊ธฐ ๊ฐœ์ฒด๋ช…์ธ์‹ ๋ชจ๋ธ ๊ฐœ๋ฐœ]
  • KoBert+CRF ๊ธฐ๋ฐ˜ NER(Named Entity Recognition)๋ชจ๋ธ ๊ตฌ์ถ• ๋ฐ ๊ณ ๋„ํ™”
      • ๐Ÿ“ˆFine-Tuning ๋ฐ CRFํŒŒ๋ผ๋ฏธํ„ฐ ๊ฐœ์„ , ๊ธฐ์กด9๊ฐœ ํด๋ž˜์Šค micro-f1 0.84 โ†’ 14๊ฐœ ํด๋ž˜์Šค, 0.91 ๋‹ฌ์„ฑ
  • BIO Corpus ๊ตฌ์กฐ ํ˜•ํƒœ์†Œ ๋ถ„๋ฅ˜ ์ธํ„ฐํŽ˜์ด์Šค ๋ชจ๋“ˆ ๊ฐœ๋ฐœ
  • Flask/Gunicorn + Docker ๊ธฐ๋ฐ˜ Restful API ๋ชจ๋ธ ์„œ๋น™
      • ๐Ÿ“Š๋ชจ๋ธ ์ž…์ถœ๋ ฅ ์—ฐ์‚ฐ ๋ณ‘๋ ฌ ์ฒ˜๋ฆฌ๋ฅผ ํ†ตํ•ด ์ถ”๋ก ์†๋„๋ฅผ ์•ฝ45%๊ฐœ์„ 
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[์‚ฐ์—…ํ†ต์ƒ์ž์›๋ถ€ AI ์Šค๋งˆํŠธํ•˜์šฐ์ง• 1์ฐจ๋…„๋„ ๊ฐœ๋ฐœ ์—ฐ๊ตฌ๊ณผ์ œ]
  • 3D Depth Camera ๊ธฐ๋ฐ˜ ๋‚™์ƒํƒ์ง€ ๋ชจ๋ธ ๊ฐœ๋ฐœ
      • ๐Ÿ“ˆ SSD Object Detection+ Bbox point LSTM ์กฐํ•ฉ์„ ํ†ตํ•œ ์ •ํ™•๋„ 89% ๋‹ฌ์„ฑ
  • ์Šค๋งˆํŠธํ”Œ๋Ÿฌ๊ทธ ๋ฐ์ดํ„ฐ ๊ธฐ๋ฐ˜ ๊ฐ€์ „์ œํ’ˆ ๋ถ„๋ฅ˜ ๋ชจ๋ธ ๊ฐœ๋ฐœ
      • ๐Ÿ“ˆ ์‹œ๊ฐ„๋‹น ์ „๋ ฅํŒจํ„ดํ™”๋ฅผ ํ†ตํ•œ RandomForest ์ •ํ™•๋„ 79% ๋‹ฌ์„ฑ
  • ์Šค์ผˆ๋ ˆํ†ค ๋ฒกํ„ฐ ๋‚™์ƒํƒ์ง€ ํŠนํ—ˆ ์ถœ์›
Daejeon - HQ
์ง€๋Šฅํ™”๊ธฐ์ˆ ์—ฐ๊ตฌํŒ€
2021.01-2022.04
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[์‚ฐ์—…ํ†ต์ƒ์ž์›๋ถ€ AI ์Šค๋งˆํŠธํ•˜์šฐ์ง• 2์ฐจ๋…„๋„ ๊ฐœ๋ฐœ ์—ฐ๊ตฌ๊ณผ์ œ]
  • Resnet18 ๊ธฐ๋ฐ˜ 2D Pose Estimation ๋ชจ๋ธ ๊ฐœ๋ฐœ ๋ฐ ๊ณ ๋„ํ™”
      • ๐Ÿ“ˆ Data Augmentation, Fine-Tuning, ๊ธฐ์กด mAP@[.50:.05:.95] 0.27 โ†’ 0.34 ๋‹ฌ์„ฑ
  • ๋‚™์ƒํƒ์ง€ ๋ชจ๋ธ ๊ณ ๋„ํ™”
      • ๐Ÿ“ˆPose Estimation+2 Stacked Bi-LSTM, 1์ฐจ๋…„๋„ ์ •ํ™•๋„ 89% โ†’ 95% ๋‹ฌ์„ฑ
  • ์ „๋ ฅํŒจํ„ด๋ณ„ ๊ฐ€์ „์ œํ’ˆ ๋ถ„๋ฅ˜ ๋ชจ๋ธ ๊ณ ๋„ํ™”
      • ๐Ÿ“ˆSMOTE Over-Sampling ๋ฐ Grid Search Ensemble์„ ํ†ตํ•œ ์ •ํ™•๋„ 79 โ†’ 86% ๋‹ฌ์„ฑ
  • Onnx&TensorRT ์—ฃ์ง€ ์ปดํ“จํŒ… ๋ชจ๋ธ ๊ฒฝ๋Ÿ‰ํ™” ๋ฐ ์ตœ์ ํ™”
      • ๐Ÿ“Š์ถ”๋ก ์†๋„ ์•ฝ60%๊ฐœ์„  ๋ฐ ๋ชจ๋ธ ํฌ๊ธฐ 30% ๊ฐ์†Œ
  • MS COCO-keypoint ๊ทœ๊ฒฉ ์ด๋ฏธ์ง€ ๋ฐ ์˜์ƒ ํ•™์Šต๋ฐ์ดํ„ฐ ๋ผ๋ฒจ๋ง ํˆด ๊ฐœ๋ฐœ
  • KES 2022 ์ „์‹œํšŒ ์ถœํ’ˆ ๋ฐ ์ „์‹œ์ž๋ฃŒ, ์˜์ƒ ์ œ์ž‘, ์•ˆ๋‚ด ๋‹ด๋‹น
  • ์Šค์ผˆ๋ ˆํ†ค ๋ฒกํ„ฐ ๋‚™์ƒํƒ์ง€ ๋…ผ๋ฌธ ์ž‘์„ฑ ๋ฐ ๋“ฑ์žฌ
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[KISA ์˜์ƒ ๊ฐœ์ธ์ •๋ณด ํƒ์ง€๊ธฐ์ˆ  ๊ฐœ๋ฐœ ์—ฐ๊ตฌ๊ณผ์ œ]
  • OSP ์˜์ƒ ์ฝ˜ํ…์ธ  ๊ฒ€์ƒ‰ ๋ฐ ์ˆ˜์ง‘ ์—ฐ๊ตฌ๊ฐœ๋ฐœ๊ณ„ํš์„œ ์ž‘์„ฑ
2021๋…„ ์‚ฌ๋‚ด์—์„œ ๊ฐ€์žฅ ๊ฐ™์ด ์ผํ•˜๊ณ ์‹ถ์€ ์‚ฌ์› ์ƒ ์ˆ˜์ƒ
Daejeon - HQ
์ง€๋Šฅ๊ต์œกํ”Œ๋žซํผํŒ€
2022.05-2023.07
ย 
[๊ฒฝ๋‚จ๊ต์œก์ฒญ ๊ต์œก ๋น…๋ฐ์ดํ„ฐ ํ”Œ๋žซํผ ๊ฐœ๋ฐœ]
  • ์ง€๋Šฅํ˜• ๊ต์œก ํ”Œ๋žซํผ ์„ ํ–‰์—ฐ๊ตฌ์กฐ์‚ฌ ๋ฐ ๊ธฐํš์„œ ์ž‘์„ฑ
  • IMS Caliper, XAPI ๊ตฌ์กฐ ํ•™์Šตํ™œ๋™ ๋ฐ์ดํ„ฐ ์ˆ˜์ง‘ API ๋ถ„์„
  • Kafka, Cassandra ๊ธฐ๋ฐ˜ ๋น…๋ฐ์ดํ„ฐ ์ˆ˜์ง‘ ๋ฐ ์ €์žฅ ํ”„๋กœ์„ธ์Šค ์„ค๊ณ„
  • Dask, Elasticsearch ๊ธฐ๋ฐ˜ ๋น…๋ฐ์ดํ„ฐ ์ „์ฒ˜๋ฆฌ, ๋ฐฐ์น˜ ๋ถ„์„ ํ”„๋กœ์„ธ์Šค ์„ค๊ณ„ ๋ฐ ๊ฐœ๋ฐœ
      • ๐Ÿ“Š100GB ๋‹จ์œ„ ๋ฐฐ์น˜ ์œ ์ € ๋ฐ์ดํ„ฐ ๋žจ์˜ค๋ฒ„ ๋ฌธ์ œ ํ•ด๊ฒฐ ๋ฐ ์—ฐ์‚ฐ ๋ณ‘๋ ฌ์ฒ˜๋ฆฌ๋ฅผ ํ†ตํ•œ ์ฒ˜๋ฆฌ ์†๋„ 33% ๊ฐœ์„ 
  • LSTM ๊ธฐ๋ฐ˜ ํ•™์ƒ๋ณ„ ์„ฑ์ทจ๋„ ์˜ˆ์ธก ์‹œ์Šคํ…œ ์„ค๊ณ„ ๋ฐ ๊ฐœ๋ฐœ
  • ํ•™์ƒ ์„ฑ์ทจ๋„๋ณ„ ํ•™์Šต ์ฝ˜ํ…์ธ  ์ถ”์ฒœ ์‹œ์Šคํ…œ ์„ค๊ณ„ ๋ฐ ๊ฐœ๋ฐœ
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๐Ÿ† Awards

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์—ฐ๋„
๋Œ€ํšŒ/ํ”„๋กœ๊ทธ๋žจ
์ฃผ์ตœ๊ธฐ๊ด€
์ˆ˜์ƒ๋‚ด์—ญ
ํ”„๋กœ์ ํŠธ/์ธ์›/์—ญํ• 
2024
๋Œ€ํ†ต๋ น๊ณผํ•™์žฅํ•™์ƒ 22๊ธฐ ์„ ์ •
ํ•œ๊ตญ์žฅํ•™์žฌ๋‹จ
๋Œ€ํ†ต๋ น ์ฆ์„œ
-
2024
SW์ค‘์‹ฌ๋Œ€ํ•™ ๋งˆ์ผ์Šคํ†ค ์žฅํ•™์ƒ ์ตœ์šฐ์ˆ˜ SW์ „๋ฌธ์ธ์žฌS๊ธ‰ ์„ ์ •
๋ถ€์‚ฐ๋Œ€ํ•™๊ต ์†Œํ”„ํŠธ์›จ์–ด ์œตํ•ฉ๊ต์œก์›
๋Œ€ํ•™๊ต ์ฆ์„œ
-
2024
์บก์Šคํ†ค๋””์ž์ธ(์กธ์—…๊ณผ์ œ)
๋ถ€์‚ฐ๋Œ€ํ•™๊ต ์ •๋ณด์˜์ƒ๋ช… ๊ณตํ•™๋Œ€ํ•™
๊ธˆ์ƒ (1st)
์ƒ์„ฑ AI ๊ธฐ๋ฐ˜ TOPIK ๋ฌธ์ œ ์ž๋™์ƒ์„ฑ ๋ฐ ๋ชจ์˜ํ•™์Šต ํ”Œ๋žซํผ, (3์ธ), ํŒ€์žฅ, ๋ฌธ์ œ ์ƒ์„ฑ AI ๊ฐœ๋ฐœ ๋ฐ ์•„ํ‚คํ…์ฒ˜ ์„ค๊ณ„
2024
์‚ฐ์—…์ธ๊ณต์ง€๋Šฅ ์œตํ•ฉํ•™์ˆ ๋™์•„๋ฆฌ ๋ฐœํ‘œํšŒ
๋ถ€์‚ฐ๋Œ€ํ•™๊ต ์‚ฐ์—…์ธ๊ณต์ง€๋Šฅ ์‚ฌ์—…๋‹จ
์ตœ์šฐ์ˆ˜์ƒ (2nd)
ํ•™์ˆ ๋™์•„๋ฆฌ UNTOC, (8์ธ), ์šด์˜์ง„, ํ™œ๋™ ๋ฐœํ‘œ ๋ฐ ๊ฒฐ๊ณผ๋ฌผ ์‹œ์—ฐ
2023
DX CAMP ์ฐฝ์—… ๋ถ€ํŠธ ์บ ํ”„
๋ถ€์‚ฐ๊ด‘์—ญ์‹œ ๋ถ€์‚ฐ ํ…Œํฌ๋…ธํŒŒํฌ
์šฐ์ˆ˜์ƒ (3rd)
์œ ํŠœ๋ธŒ ์š”์•ฝ ํ™•์žฅ ํ”„๋กœ๊ทธ๋žจ Youtube Comprehension, (4์ธ), ํŒ€์žฅ, ์š”์•ฝ AI ๊ฐœ๋ฐœ ๋ฐ ์•„ํ‚คํ…์ฒ˜ ์„ค๊ณ„
2023
SW Innovation ์ฐฝ์—… ํ•ด์นดํ†ค
๋ถ€์‚ฐ๋Œ€ํ•™๊ต ์‚ฐํ•™ํ˜‘๋ ฅ๋‹จ
์šฐ์ˆ˜์ƒ (2nd)
๋„๋กœ๋ถˆํŽธ์‹ ๊ณ  SaaS ์†”๋ฃจ์…˜, (4์ธ), ํŒ€์žฅ, ๋ฐ์ดํ„ฐ ๋ถ„์„ ๋ฐ ํ”„๋ก ํŠธ์—”๋“œ ์›น ๊ฐœ๋ฐœ
2023
๋ถ€์‚ฐ๋Œ€ํ•™๊ต TinyML Challenge
๋ถ€์‚ฐ๋Œ€ํ•™๊ต ์ •๋ณด์ปดํ“จํ„ฐ๊ณตํ•™๋ถ€
๋™์ƒ (3rd)
๋ชจ์…˜์„ ํ™œ์šฉํ•œ ๊ฒŒ์ž„ ์ปจํŠธ๋กค๋Ÿฌ์™€ ํ…ŒํŠธ๋ฆฌ์Šค, (3์ธ), ํŒ€์žฅ, ํ…ŒํŠธ๋ฆฌ์Šค ์›น ๊ฐœ๋ฐœ ๋ฐ ๋ชจ์…˜ ํƒ์ง€ AI ๋ชจ๋ธ ์„œ๋น™
2023
PATHHACK โ€˜Makers meet AIโ€™ ๋ฉ”์ด์ปคํ†ค
์ฐฝ์—…์ง„ํฅ์›
๋Œ€์ƒ (1st)
์ˆ˜ํ•ด ์ง€ํ‚ด ์•ˆ์ „ ์ฐจ๋‹จ๋ฒฝ, (4์ธ), ํŒ€์žฅ, ๊ธฐํš ๋ฐ CCTV ๊ธฐ๋ฐ˜ ์ˆ˜ํ•ด ๊ฐ์ง€ AI ๊ฐœ๋ฐœ
2023
๋ถ€์‚ฐ๊ด‘์—ญ์‹œ BiG Data Hackathon
๋ถ€์‚ฐ๊ด‘์—ญ์‹œ
์Šคํฐ์„œ์ƒ
์ฑ„ํŒ… ์š”์•ฝ ์ œ๊ณต ์•ฑ Chatzip, (4์ธ), ํŒ€์žฅ, ์š”์•ฝ AI ๋ฐ ๋ฐฑ์—”๋“œ ๊ฐœ๋ฐœ
2022
๋ผ์ดํ”„ ์Šคํƒ€์ผ ์Šค๋งˆํŠธ ๊ฐ€์ „ ๋ฉ”์ด์ปคํ†ค
๋ถ€์‚ฐ๋Œ€ํ•™๊ต ๊ณตํ•™๊ต์œกํ˜์‹ ์„ผํ„ฐ
์ตœ์šฐ์ˆ˜์ƒ (2nd)
์ฒœ์žฅ ์กฐ๋ช…ํ˜• ์Šค๋งˆํŠธ ๊ณต๊ธฐ์ฒญ์ •๊ธฐ AIRLUMINATION, (3์ธ), ๊ธฐํš ๋ฐ ์•„๋‘์ด๋…ธ ๊ฐœ๋ฐœ
2022
AI Landmark Classification Contest
๋ถ€์‚ฐ๋Œ€ํ•™๊ต ์ •๋ณด์ปดํ“จํ„ฐ๊ณตํ•™๋ถ€
๊ธˆ์ƒ (1st)
ResNet50V2 FineTuning ๋ชจ๋ธ, (7์ธ), ํŒ€์žฅ, ๋ชจ๋ธ ์„ค๊ณ„ ๋ฐ ์‹คํ—˜
2022
AI Art-Generation Contest
๋ถ€์‚ฐ๋Œ€ํ•™๊ต ์ •๋ณด์ปดํ“จํ„ฐ๊ณตํ•™๋ถ€
๊ธˆ์ƒ (1st)
์ •์ปด ํ—ค๋Š” ๋ฐค, (7์ธ), ํŒ€์žฅ, ๋ชจ๋ธ ๊ตฌ์ถ• ๋ฐ ํ”„๋กฌํ”„ํŠธ ์—”์ง€๋‹ˆ์–ด๋ง
2018
์ œ1ํšŒ ๋ถ€์‚ฐ SW๊ต์œก ํ•™์ƒ ํ•ด์นดํ†ค ๋Œ€ํšŒ
๋ถ€์‚ฐSW๊ต์œก์„ผํ„ฐ
์žฅ๋ ค์ƒ (4th)
๊ด€์‹ฌ์‚ฌ๋ณ„ ์ฑ„ํŒ…๋ฐฉ ์ƒ์„ฑ&๋งค์นญ ์•ฑ ํ•„๋กœ์Šค, (4์ธ), ํŒ€์žฅ, ์•ฑ ๋ฐ ์„œ๋ฒ„ ๊ฐœ๋ฐœ
2017
๋ถ€์‚ฐ ์†Œํ”„ํŠธ์›จ์–ด ๊ต์œก ํŽ˜์Šคํ‹ฐ๋ฒŒ
๋ถ€์‚ฐ์‹œ๊ต์œก์ฒญ
๋Œ€์ƒ (1st)
๊ธธ๊ณ ์–‘์ด TNR ์„œ๋น„์Šค, (5์ธ), ์•„๋‘์ด๋…ธ ๊ฐœ๋ฐœ, ๋ถ€์Šค ์•ˆ๋‚ด
2017
์ œ2ํšŒ ๋ถ€์‚ฐ ICT ์œตํ•ฉ ํ•ด์นดํ†ค
๋™๋ช…๋Œ€ํ•™๊ต
์ตœ์šฐ์ˆ˜์ƒ (2nd)
์Šค๋งˆํŠธ ์Šค์ฟจ ์‹œ์Šคํ…œ (RFID ๊ธฐ๋ฐ˜ ์ถœ์„ ์ธ์ฆ ๊ฒŒ์ดํŠธ), (4์ธ), ๊ธฐํš ๋ฐ ์•„๋‘์ด๋…ธ ๊ฐœ๋ฐœ
2016
์ œ1ํšŒ ๋ถ€์‚ฐ ICT ์œตํ•ฉ ํ•ด์นดํ†ค
๋ถ€์‚ฐSW๊ต์œก์„ผํ„ฐ
์žฅ๋ ค์ƒ (3rd)
์Šค๋งˆํŠธ ์ž๋™ ์šฐํŽธํ•จ "๋งค์ผ๋ฉ”์ผ", (4์ธ), ์•„๋‘์ด๋…ธ ๋ฐ ์•ฑ ๊ฐœ๋ฐœ

โœ Paper

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๐Ÿ“‹ Patent

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๐Ÿ’ป Personal Project

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์ œ๊ฐ€ ์ž‘์—…ํ–ˆ๋˜ ๊ฐœ์ธ&์‚ฌ์ด๋“œ ํ”„๋กœ์ ํŠธ ์ƒ์„ธ ํฌํŠธํด๋ฆฌ์˜ค์ž…๋‹ˆ๋‹ค. (์•„๋ž˜ ๋งํฌ๋กœ ์ด๋™)

๐Ÿ“š Skills

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์ฃผ ์—…๋ฌด ์‚ฌ์šฉ ์–ธ์–ด / ๊ธฐ์ˆ 

  • ์–ธ์–ด : Python / C++
  • ํ”„๋ ˆ์ž„์›Œํฌ : Scikit-learn, Tensorflow, Keras, Pytorch, OpenCV, Langchain
  • ์ˆ˜ํ–‰๊ฐ€๋Šฅ ์ง๋ฌด : Regression, Prediction, Classification, Clustering, NLP, Computer Vision, Generation AI
  • ๋จธ์‹ ๋Ÿฌ๋‹ ๋ชจ๋ธ(ex. Linear, SVM, Decision Tree, Ensemble, Gradient Boost..)
  • ๋”ฅ๋Ÿฌ๋‹ ๋ชจ๋ธ(ex. CNN, SSD, ResNet, RNN, LSTM, Transformer, BERT..)
  • ์ƒ์„ฑ ๋ชจ๋ธ(ex. Stable Diffusion, llama, GPT..)
  • ์ž‘์—…ํ™˜๊ฒฝ : Window, Linux, Anaconda, Docker, Jupyter, VSCode, Github

๊ฒฝํ—˜ํ•ด ๋ณธ ์–ธ์–ด / ๊ธฐ์ˆ 

  • Web (HTML, CSS, JavaScript, React, tailwind)
  • Data Visualization (Matplotlib, Seaborn, Plotly, Gradio, Streamlit)
  • ML-Ops (Onnx, Tensor RT, Hugging Face)
  • Dev-OPS (Redmine, Docker-Compose, k8s)
  • ELK (Elastic Search, Logstash, Kibana)
  • Embedded (Jetson, Raspberry, Arduino, FPGA)
  • Infra (AWS, NCP, GCP, On Premise)
  • MiddleWare (MQTT, Kafka)
  • Back-end (FastAPI, Flask, NginX)
  • DB (RDBMS, MongoDB, Cassandra DB, Redis)

๐Ÿ“™ Certificate

๐ŸŽ“ Education

  • ๋ช…ํ˜ธ๊ณ ๋“ฑํ•™๊ต ์กธ์—… ( 2016~2019 )
    • PYC ํ”„๋กœ๊ทธ๋ž˜๋ฐ ๋™์•„๋ฆฌ ์šด์˜, ์•Œ๊ณ ๋ฆฌ์ฆ˜ ์Šคํ„ฐ๋””, ํ•ด์นดํ†ค, ๊ฒฝ์ง„๋Œ€ํšŒ ์ฐธ์—ฌ
  • ๋ถ€์‚ฐ๋Œ€ํ•™๊ต ์žฌํ•™ ( 2019.03~2025.08)
    • SWํŠน๊ธฐ์ž ์ „ํ˜• ์ž…ํ•™
    • ๊ณต๊ณผ๋Œ€ํ•™ ์ „๊ธฐ์ปดํ“จํ„ฐ๊ณตํ•™๋ถ€ ์ •๋ณด์ปดํ“จํ„ฐ๊ณตํ•™์ „๊ณต
    • ์†Œํ”„ํŠธ์›จ์–ด์œตํ•ฉ๊ต์œก์› ๋ฐ์ดํ„ฐ ์‚ฌ์ด์–ธ์Šค ๋ฉ˜ํ† ๋ง ๋ฉ˜ํ†  (2024.09~2024.12)
    • ์ •๋ณด์ปดํ“จํ„ฐ๊ณตํ•™๋ถ€ ์›นํŽ˜์ด์ง€ ๊ฐœํŽธ ์‚ฌ์—… ์ฐธ๊ฐ€ (2023.10~2023.12)
    • ๊ณตํ•™๊ต์œกํ˜์‹ ์„ผํ„ฐ IoT Maker ์Šคํ„ฐ๋””๊ทธ๋ฃน ์‚ฐ์—…์ฒด ๋ฉ˜ํ†  (2023.05~2023.11)
    • ์ปดํ“จํ„ฐ ํ•™์ˆ ๋™์•„๋ฆฌ Untoc ์ธ๊ณต์ง€๋Šฅ ์Šคํ„ฐ๋””์žฅ, ์„ธ๋ฏธ๋‚˜ ์šด์˜ (2019.09~2019.12)

โœจActivity

  • Other Education
    • 2023-2 ํ•™์Šตํ”Œ๋Ÿฌ์Šค ์ฝ”์นญ ๋™์•„๋ฆฌ | ์ฝ”์ธ ์ž๋™๋งค๋งค ์‹œ์Šคํ…œ โ€œCoinsideโ€ (2023.09~2023.11)
    • 2023 DX ์ฐฝ์—…๋ถ€ํŠธ์บ ํ”„, ๋ถ€์‚ฐ๋น…๋ฐ์ดํ„ฐํ˜์‹ ์„ผํ„ฐ โ€œChatzipํŒ€โ€ (2023.06~2023.12)
    • 2023-1 ํ•™์Šตํ”Œ๋Ÿฌ์Šค ์ฝ”์นญ ๋™์•„๋ฆฌ ์šฐ์ˆ˜ํŒ€ | IoT ์Šค๋งˆํŠธ ์นด๋ฉ”๋ผ โ€œ๋ฒ ์ด๋น„ ํ”„๋กœํ…ํ„ฐโ€ (2023.04~2023.07)
    • NFT ์Šค๋งˆํŠธ ์ปจํŠธ๋ž™ํŠธ ๊ต์œก ์ˆ˜๋ฃŒ, ๋ถ€์‚ฐ๋Œ€ํ•™๊ต (2023.01)
    • AIํŠน์„ฑํ™”๊ธฐ์—… ์—ญ๋Ÿ‰๊ฐ•ํ™”๊ต์œก ์ˆ˜๋ฃŒ, ํ•œ๊ตญ๋Šฅ๋ฅ ํ˜‘ํšŒ (2021.08)
    • ์ง์žฅ์ธ์„ ์œ„ํ•œ ํŒŒ์ด์ฌ ๋ฐ์ดํ„ฐ ๋ถ„์„ ์ˆ˜๋ฃŒ, ํŒจ์ŠคํŠธ์บ ํผ์Šค (2020.08~2020.12)
  • Participated Contest (failure award)
    • 2024 K-ICT ๋น…๋ฐ์ดํ„ฐ ์„ผํ„ฐ ๋ฐ์ดํ„ฐ ํฌ๋ฆฌ์—์ดํ„ฐ ์บ ํ”„ โ€œ๋ถ€๋Œ€์ฐŒ๊ฐœ ํŒ€โ€ ํŒ€์žฅ (2024.09 - 2024.11)
    • 2023 ๋ถ€์‚ฐ ํ•ด์–‘๋ฐ์ดํ„ฐ ํ•ด์ปคํ†ค โ€œํ•ด์–‘์ƒํƒœ ์˜ˆ์ธก ์‹œ์Šคํ…œโ€ ํŒ€์žฅ (2023.10)
    • 2023 Prompter Day Seoul ํ•ด์ปคํ†ค โ€œํ•ธ๋“œํฐ ์•Œ๋ฆผ ์š”์•ฝ ์‹œ์Šคํ…œโ€ ํŒ€์žฅ (2023.09)
    • 2023 IoT-X ์บก์Šคํ†ค๋””์ž์ธ ๊ฒฝ์ง„๋Œ€ํšŒ โ€œ๋ฒ ์ด๋น„ ๋ชจ๋‹ˆํ„ฐ๋ง ์‹œ์Šคํ…œโ€ ํŒ€์žฅ (2023.04 - 2023.11)
    • 2019 ์ฐฉํ•œ ์ฐฝ์˜์ข…ํ•ฉ์„ค๊ณ„ ๊ณต๋ชจ์ „, โ€œE-Sports ์Šคํฌ๋ฆผ ํ”Œ๋žซํผโ€ ๊ฐœ๋ฐœ(2019.05~2019.09)
  • External Activities
    • Code For Busan 6th ์„ธ๋ฏธ๋‚˜ ์—ฐ์‚ฌ โ€œ๋ถ€์‚ฐ๊ด‘์—ญ์‹œ ํฌํŠธํ™€ ์‹ ๊ณ  ์‹œ์Šคํ…œโ€ (2023.11.14)
    • ์ฐฝ์—…์ง„ํฅ์› ์‹ค๋ฆฌ์ฝ˜๋ฐธ๋ฆฌ ํ•ด์™ธ ์—ฐ์ˆ˜ ๋ฐ K-day, TechCrunch 2023 ์ฐธ๊ฐ€ (2023.09.13-2023.09.27)
    • Code For Busan 4th ์„ธ๋ฏธ๋‚˜ ์—ฐ์‚ฌ โ€œChatGPT๋ฅผ ์ด์šฉํ•œ ์œ ํŠœ๋ธŒ ์š”์•ฝ ํ™•์žฅํ”„๋กœ๊ทธ๋žจโ€ (2023.08.22)
    • 2023 DX ์ฐฝ์—…๋ถ€ํŠธ์บ ํ”„, ๋ถ€์‚ฐ๋น…๋ฐ์ดํ„ฐํ˜์‹ ์„ผํ„ฐ ์œ ํŠœ๋ธŒ ์š”์•ฝ ํ”„๋กœ๊ทธ๋žจ ์ฐฝ์—… โ€œChatzipํŒ€โ€ ํŒ€์žฅ(2023.06~2023.12)
    • ๊ณตํ•™๊ต์œกํ˜์‹ ์„ผํ„ฐ ๋ด‰์‚ฌ ๋™์•„๋ฆฌ ์‚ฌ๋ž‘๊ณตํ•™์—ฐ๊ตฌํšŒ ๊ต์œก ๋ด‰์‚ฌ ํ™œ๋™ (2022.09~2022.12)
    • ์ค‘์•™ ๋ด‰์‚ฌ ๋™์•„๋ฆฌ ๋™๋ถ€์‚ฐ ๋กœํƒ€๋ž™ํŠธ ๋™๋ž˜๋ณต์ง€๊ด€ ๋ฉ˜ํ† ๋ง ๋ด‰์‚ฌํ™œ๋™ (2019.03~2019.09)

๐Ÿ‘‹ Contact

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๐Ÿ“ง byeonggeun.ml@gmail.com ๐Ÿ“ฑ+82 010-9695-3165 ๐Ÿ  Busan, Korea
ย 

ยฉ Teto-ri 2024 - 2025