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Rainforest woorim
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Rainforest woorim
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Rainwoorimforest/README.md

๐ŸŒณ ์‹ ์šฐ๋ฆผ (Shin Woorim) ํฌํŠธํด๋ฆฌ์˜ค

MyGitHub

Driven by "WHY," Guided by Logic.

๐Ÿ‘‹ Intro

"์™œ(WHY)?"๋ผ๋Š” ์งˆ๋ฌธ์„ ๋ฉˆ์ถ”์ง€ ์•Š๊ณ , ๋ฌธ์ œ์˜ ๋ณธ์งˆ์„ ํŒŒ๊ณ ๋“œ๋Š” ๊ฐœ๋ฐœ์ž ์‹ ์šฐ๋ฆผ์ž…๋‹ˆ๋‹ค.

์ €๋Š” VLM(Vision-Language Model) ๊ณผ ์ถ”์ฒœ ์‹œ์Šคํ…œ ๋ถ„์•ผ์— ๊นŠ์€ ๊ด€์‹ฌ์„ ๊ฐ€์ง€๊ณ  ์žˆ์Šต๋‹ˆ๋‹ค. ๋ณต์žกํ•œ ๋ฌธ์ œ๋ฅผ ๋งŒ๋‚ฌ์„ ๋•Œ '์™œ ์ด ๋ฌธ์ œ๊ฐ€ ๋ฐœ์ƒํ–ˆ๋Š”๊ฐ€'๋ฅผ ๊ตฌ์กฐ์ ์œผ๋กœ ๋ถ„์„ํ•˜๊ณ , ๋‹จ๊ณ„์ ์ธ ํ•ด๊ฒฐ์ฑ…์„ ์ •์˜ํ•˜์—ฌ ํ’€์–ด๋‚˜๊ฐ€๋Š” ๊ณผ์ •์„ ์ฆ๊น๋‹ˆ๋‹ค.

์ตœ๊ทผ์—๋Š” ์ถ”์ฒœ ์‹œ์Šคํ…œ์˜ ์ฝœ๋“œ ์Šคํƒ€ํŠธ(Cold Start) ๋ฌธ์ œ์™€ ๋ฐ์ดํ„ฐ ํฌ์†Œ์„ฑ ๋ฌธ์ œ๋ฅผ ํ•ด๊ฒฐํ•˜๋Š” ๋ฐ ์ง‘์ค‘ํ•˜๊ณ  ์žˆ์Šต๋‹ˆ๋‹ค. ์ €์™€ ํ•จ๊ป˜ ๊ธฐ์ˆ ์  ๊ณ ๋ฏผ์„ ๋‚˜๋ˆ„๊ณ  ์—ฐ๊ตฌํ•˜๊ณ  ์‹ถ์€ ๋ถ„๋“ค์€ ์–ธ์ œ๋“  ํ™˜์˜ํ•ฉ๋‹ˆ๋‹ค!


๐Ÿ“ Projects

์ €๋ฅผ ์ƒ์ง•ํ•˜๋Š” 3๊ฐ€์ง€ ํ•ต์‹ฌ ํ‚ค์›Œ๋“œ์ž…๋‹ˆ๋‹ค.

  • ์ฒด๊ณ„์ ์ธ ๋ฌธ์„œํ™”: ๋ณต์žกํ•œ ๋กœ์ง์„ ๋ˆ„๊ตฌ๋‚˜ ์ดํ•ดํ•  ์ˆ˜ ์žˆ๋„๋ก ๊ตฌ์กฐํ™”ํ•ฉ๋‹ˆ๋‹ค.
  • ๊ธฐ์ˆ ์  ์†Œํ†ต์˜ ๊ต๋Ÿ‰: ํƒ€ ํŒŒํŠธ์™€์˜ ์›ํ™œํ•œ ํ˜‘์—…์„ ์œ„ํ•œ ๊ธฐ์ˆ ์  ์—ฐ๊ฒฐ๊ณ ๋ฆฌ ์—ญํ• ์„ ์ˆ˜ํ–‰ํ•ฉ๋‹ˆ๋‹ค.
  • WHY ์ค‘์‹ฌ์˜ ๋ฌธ์ œ ํ•ด๊ฒฐ: ํ˜„์ƒ์˜ ์›์ธ์„ ๋ถ„์„ํ•˜์—ฌ ๊ทผ๋ณธ์ ์ธ ํ•ด๊ฒฐ์ฑ…์„ ์ œ์‹œํ•ฉ๋‹ˆ๋‹ค.

1. ๐Ÿฉป Vision-Language ๊ธฐ๋ฐ˜ ์˜๋ฃŒ๋ฌธ์„œ ์ธ์‹

์™ธ๊ตญ์ธ ๋งž์ถคํ˜• ์˜๋ฃŒ ๋ฌธ์„œ ์ธ์‹ ๋ฐ ์˜๋ฃŒ ์„œ๋น„์Šค ์ œ๊ณต App (์„ฑ์‹ ์—ฌ๋Œ€ ์œตํ•ฉ์บก์Šคํ†ค๋””์ž์ธ)

  • ๊ฐœ๋ฐœ ๊ธฐ๊ฐ„: 2025.09 ~ 2025.12
  • ํ•ต์‹ฌ ์—ญํ• : ํŒ€์žฅ, AI ์ „์ฒด ํŒŒ์ดํ”„๋ผ์ธ ์„ค๊ณ„, ์˜๋ฃŒ ๋„๋ฉ”์ธ ๋งž์ถค LoRA ํŒŒ์ธํŠœ๋‹, ํ•œ๊ธ€ OCR ์ •ํ™•๋„ ๊ฐœ์„ 
  • Tech Stack:
    • Language: Python
    • Model: Qwen2-VL-7B
    • Skills: LoRA Fine-tuning, LangChain, FastAPI
  • Link: Saeroian-AI ์ƒ์„ธ ๋ณด๊ธฐ

2. ๐Ÿ‘ฐ Warchiving: ์›จ๋”ฉํ™€ ์ถ”์ฒœ ์‹œ์Šคํ…œ

์ •๋ณด ๋น„๋Œ€์นญ ํ•ด์†Œ๋ฅผ ์œ„ํ•œ ์›จ๋”ฉ ์ •๋ณด ์•„์นด์ด๋น™ ๋ฐ ๋งž์ถคํ˜• ์ถ”์ฒœ ์„œ๋น„์Šค (DPG AI Challenge ๊ณต๋ชจ์ „ - 59minํŒ€)

  • ๊ฐœ๋ฐœ ๊ธฐ๊ฐ„: 2024.08 ~ 2024.11
  • ์„ฑ๊ณผ: NIA ์ฃผ๊ด€ ๊ณต๋ชจ์ „ ์žฅ๋ ค์ƒ ์ˆ˜์ƒ
  • ํ•ต์‹ฌ ์—ญํ• : ๋ฐฉ๋Œ€ํ•œ ๋น„์ •ํ˜• ๋ฆฌ๋ทฐ ๋ฐ์ดํ„ฐ ์ „์ฒ˜๋ฆฌ ๋ฐ ์‚ฌ์šฉ์ž ๋งž์ถคํ˜• ์ถ”์ฒœ ์•Œ๊ณ ๋ฆฌ์ฆ˜ ๊ตฌ์ถ•
  • Tech Stack:
    • Language: Python
    • Skills: Content-based Filtering, Attention-based Recommendation, PyTorch, Crawling, OpenAI API
  • Link: Warchiving ์ƒ์„ธ ๋ณด๊ธฐ

3. ๐ŸŽจ Pictory

Multi-modal ๊ธฐ๋ฐ˜ ๊ทธ๋ฆผ์ผ๊ธฐ ์ž๋™ ์ƒ์„ฑ ์›น ์„œ๋น„์Šค (Prometheus ์ธ๊ณต์ง€๋Šฅ ๋™์•„๋ฆฌ)

  • ๊ฐœ๋ฐœ ๊ธฐ๊ฐ„: 2024.09 ~ 2025.02
  • ํ•ต์‹ฌ ์—ญํ• : ControlNet ๋ฐ์ดํ„ฐ ์ „์ฒ˜๋ฆฌ, ์‚ฌ์šฉ์ž ์ทจํ–ฅ ๋งž์ถคํ˜• ์ฑ„์ƒ‰ LoRA ํŒŒ์ธํŠœ๋‹, AI ๋ชจ๋ธ ์—ฐ๋™ ๋ฐ ์›น ๊ฐœ๋ฐœ
  • Tech Stack:
    • Language: Python, JavaScript
    • Skills: React, Stable Diffusion, ControlNet, FastAPI
  • Link: Pictory ์ƒ์„ธ ๋ณด๊ธฐ

๐ŸŒณ Tech Stack

๐Ÿ”ง Proficient

Python PyTorch C++ Jupyter

๐Ÿ› ๏ธ Familiar

Flask API React

๐ŸŒณ Contact

Pinned Loading

  1. Prometheus-14team/Pictory Prometheus-14team/Pictory Public

    ์˜ค๋Š˜ ํ•˜๋ฃจ๋ฅผ ๊ทธ๋ฆผ์ผ๊ธฐ๋กœ Chillํ•ด๋ณด์„ธ์š”! โœจ

    Python 1 2

  2. Sungshin-Entalk/Entalk-release Sungshin-Entalk/Entalk-release Public

    Python 1 4

  3. Saeroi-an/AI Saeroi-an/AI Public

    Python 1

  4. Warchiving/Warchiving-release Warchiving/Warchiving-release Public

    ์ถ”์ฒœ์‹œ์Šคํ…œ ๊ธฐ๋ฐ˜ ์˜ˆ๋น„ ๋ถ€๋ถ€๋“ค์„ ์œ„ํ•œ ์›จ๋”ฉ ์•„์นด์ด๋น™ App

    Jupyter Notebook 1

  5. 2024-1-Generative-Agent/Main 2024-1-Generative-Agent/Main Public

    2024-1 Generative Agent ๋ฉ”์ธ ๋ ˆํฌ์ž…๋‹ˆ๋‹ค.

    Python 2 2

  6. RecSys-Lab RecSys-Lab Public

    Implementation of recommendation algorithms and study notes