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  • Seoul , Republic of Korea
  • 00:41 (UTC -12:00)

Achievements

Achievement: Quickdraw

Achievements

Achievement: Quickdraw

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doh0106/README.md

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LLM,

๐ŸŒ My Pages

GitHub LinkedIn Velog

๐Ÿซ Education

  • ์„œ์šธ๋Œ€ํ•™๊ต ๊ธฐ๊ณ„๊ณตํ•™๊ณผ ํ•™์‚ฌ ์กธ์—…

๐Ÿ’ผ Career

  • 2022.12 ~ 2023.06 : ์•ŒํŒŒ์ฝ” ๋”ฅ๋Ÿฌ๋‹ ๋ถ€ํŠธ์บ ํ”„ 5๊ธฐ ์ˆ˜๋ฃŒ (975์‹œ๊ฐ„)
    • ML/DL engineer ๊ณผ์ • ํ›ˆ๋ จ
      • ํ…์ŠคํŠธ ๋งˆ์ด๋‹ ํ•™์Šต ๋ฐ ํ”„๋กœ์ ํŠธ ์ˆ˜ํ–‰
      • ์ž์—ฐ์–ด ์ฒ˜๋ฆฌ ํ•™์Šต ๋ฐ ํ”„๋กœ์ ํŠธ ์ˆ˜ํ–‰
      • ์ด๋ฏธ์ง€ ์ธ์‹ ํ•™์Šต ๋ฐ ํ”„๋กœ์ ํŠธ ์ˆ˜ํ–‰
      • ๊ฐ์ฒด ์ธ์‹ ํ•™์Šต ๋ฐ ํ”„๋กœ์ ํŠธ ์ˆ˜ํ–‰
      • ์žฅ๊ธฐ ํ”„๋กœ์ ํŠธ ์ˆ˜ํ–‰
  • 2023.07 ~ 2023.09 : ๋„ค์ด๋ฒ„ ์ธํ„ด์‹ญ
    • LLM inference optimization

๐Ÿ† Awards

  • 2023.06 : ์•ŒํŒŒ์ฝ” ๋”ฅ๋Ÿฌ๋‹ ๋ถ€ํŠธ์บ ํ”„ 5๊ธฐ ์ตœ์šฐ์ˆ˜ ๊ต์œก์ƒ ์ˆ˜์ƒ
  • 2023.07 : ์ƒ์„ฑํ˜• AI๋ฅผ ํ™œ์šฉํ•œ ์ƒ๋‹ด์ง€์› ์„œ๋น„์Šค ์•ฑใƒป์›น ๊ฐœ๋ฐœ ๊ณต๋ชจ์ „ ์šฐ์ˆ˜์ƒ ์ˆ˜์ƒ (์„œ์šธ๋””์ง€ํ„ธ์žฌ๋‹จ, ์„œ์šธํŠน๋ณ„์‹œ120๋‹ค์‚ฐ์ฝœ์žฌ๋‹จ ์ฃผ์ตœ)

๐Ÿ“‘ Projects

  1. AI ํ™”์ƒ์ƒ๋‹ด ์ฑ—๋ด‡
๊ธฐ๊ฐ„ 2023.04.24 ~ 2023.06.30
์ธ์› ๊น€๋„ํ˜„, ๋…ธ์•„์œค, ์†ก๊ธฐํ›ˆ, ํ™ฉ๋ฏผ๊ทœ
๋ชฉ์  ์ด๋ฏธ์ง€ ๋ฐ ์Œ์„ฑ ์ƒ์„ฑ๊ธฐ์ˆ ์„ ์ด์šฉํ•ด ์‹ค์ œ ์‚ฌ๋žŒ๊ณผ ๋Œ€ํ™”ํ•˜๋Š” AI์ƒ๋‹ด์›์„ ๋งŒ๋“ค์–ด ์ฑ—๋ด‡๊ณต๊ณต์„œ๋น„์Šค์— ๋Œ€ํ•œ ์ •๋ณด๋ฅผ ์‰ฝ๊ณ  ์นœ๊ทผํ•˜๊ฒŒ ์ œ๊ณตํ•˜๋Š” ํ”„๋กœ๊ทธ๋žจ
์—ญํ•  Poly-Encoder Fine-Tuning, Chat Bot data ์ˆ˜์ง‘, ์ „์ฒ˜๋ฆฌ, TTS Model Fine-Tuning, ๋ฆฝ์‹ฑํฌ ๋ฐ์ดํ„ฐ ์ „์ฒ˜๋ฆฌ, AWS ๊ฐ€์ƒํ™˜๊ฒฝ ๊ตฌ์ถ•, ์›น์„œ๋น„์Šค UX ๊ตฌ์ถ•
์‚ฌ์šฉ ๋™์˜์ƒ ๋ฐ์ดํ„ฐ ์ „์ฒ˜๋ฆฌ(crop, frame), Image Generation Model(MIT, W2L), TTS Model(JETS), IR Model(Poly-Encoder)
์ฐธ๊ณ  Poly-Encoder, JETS, Wav 2 Lip, Make It Talk

  1. ๊ฐ์ฒดํƒ์ง€๋ฅผ ํ†ตํ•œ ์ฐจ๋Ÿ‰ ์ˆ˜๋ฆฌ๋น„ ์˜ˆ์ธก
๊ธฐ๊ฐ„ 2023.03.31 ~ 2023.04.21
์ธ์› ๊น€๋„ํ˜„, ๊น€์€์„ฑ, ๊น€์ฃผ์€, ๋ฐ•์ง„์„ฑ
๋ชฉ์  ๊ฐ์ฒด์ธ์‹์„ ์ด์šฉํ•ด ๊ฒฝ๋ฏธํ•œ ํŒŒ์†์„ ๋‹นํ•œ ์ฐจ๋Ÿ‰์˜ ์‚ฌ์ง„์„ ์ฐ์–ด์„œ ์˜ฌ๋ฆฌ๋Š” ๊ฒƒ ๋งŒ์œผ๋กœ๋„ ์ˆ˜๋ฆฌ๋น„ ๊ฒฌ์ ์„ ์˜ˆ์ธกํ•ด์ฃผ๋Š” ๋”ฅ๋Ÿฌ๋‹ ๋ชจ๋ธ์„ ์ด์šฉํ•œ ์„œ๋น„์Šค ์ œ์‹œ
์—ญํ•  ์กฐ์žฅ, ์ „์ฒด ์ผ์ • ์กฐ์œจ ๋ฐ ์—…๋ฌด ๋ถ„๋‹ด ,๋ฐ์ดํ„ฐ ๋ถ„์„ ๋ฐ ์ „์ฒ˜๋ฆฌ ๊ณผ์ •, ๋ชจ๋ธ ์„ฑ๋Šฅ ๊ฐœ์„ , ๋ฐ์ดํ„ฐ ํ›„์ฒ˜๋ฆฌ ๊ณผ์ • ์ „๋‹ด, PPT์ œ์ž‘ ๋ฐ ๋ฐœํ‘œ
์‚ฌ์šฉ Python, Google Colab, Roboflow, Yolo v8, ์ด๋ฏธ์ง€ ์ „์ฒ˜๋ฆฌ(crop, zero-centering, re-size,...)
์ฐธ๊ณ  Yolo v8 github

โš™๏ธ Skills





โš™๏ธ Cowork Tools

โš™๏ธ Used At Least Once

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