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  • Sejong Univ - intelligent mechatronics engineering

Achievements

Achievement: Pull Shark

Achievements

Achievement: Pull Shark

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@sju-coml

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joomj2000/README.md

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๐Ÿน Studying AI

๐Ÿ›  Tech Stack

๐Ÿ”ฉ Tools

๐Ÿ“Œ Projects Overview

๐Ÿค ICT ์ธํ„ด์‹ญ - OCR ๊ฐœ๋ฐœ

  • ๊ธฐ๊ฐ„: 2024.09 - 2024.11 (3๊ฐœ์›”)
  • ๊ธฐ์ˆ  ์Šคํƒ: Python, PaddlePaddle, Docker, Label Studio
  • ์ฃผ์š” ์—ญํ• :
    • ํ•™์Šต ๋ฐ์ดํ„ฐ ์ˆ˜์ง‘ ๋ฐ OCR ๋ชจ๋ธ Fine-tuning
  • ์„ฑ๊ณผ: ๊ธฐ์กด OCR์„ ๋Œ€์ฒดํ•˜์—ฌ ์›” 1,000๋งŒ ์› ์ด์ƒ ๋น„์šฉ ์ ˆ๊ฐ

๐Ÿค ICT ์ธํ„ด์‹ญ - RAG ์ฑ—๋ด‡ ๊ตฌํ˜„

  • ๊ธฐ๊ฐ„: 2024.11 - 2024.12 (2๊ฐœ์›”)
  • ๊ธฐ์ˆ  ์Šคํƒ: Python, Ollama, LlamaIndex, Phoenix, Docker
  • ์ฃผ์š” ์—ญํ• :
    • ๋ฐ์ดํ„ฐ ์ˆ˜์ง‘ ๋ฐ Chunking ์•Œ๊ณ ๋ฆฌ์ฆ˜ ๊ฐœ๋ฐœ
    • ์ž„๋ฒ ๋”ฉ ๋ฐ ์ฑ—๋ด‡ ๋ชจ๋ธ ํ…Œ์ŠคํŠธ
    • Prompt Engineering ์ ์šฉ
  • ์„ฑ๊ณผ: ๊ณ ๊ฐ์‚ฌ ๊ธฐ๋ฐ˜ ๊ณ ์„ฑ๋Šฅ RAG ์ฑ—๋ด‡ PoC ๊ตฌ์ถ•

๐Ÿ›ก๏ธ Safe-T

  • ๊ธฐ๊ฐ„: 2024.07 - 2024.08 (2๊ฐœ์›”)
  • ๊ธฐ์ˆ  ์Šคํƒ: Python, PyTorch
  • ์ฃผ์š” ์—ญํ• :
    • ํŽ˜๋‹ฌ ์ธ์‹ ๋ชจ๋ธ ๊ฐœ๋ฐœ
    • OBD ๋ฐ์ดํ„ฐ ์ด์ƒ ํƒ์ง€
  • ์„ฑ๊ณผ: ์ด์ƒ ์ƒํ™ฉ ๊ฐ์ง€ ํ›„ ํŽ˜๋‹ฌ ์ธ์‹ ์ˆ˜ํ–‰ ์„ฑ๊ณต

๐Ÿ’– mooDoodle

  • ๊ธฐ๊ฐ„: 2024.03 - 2024.06 (4๊ฐœ์›”)
  • ๊ธฐ์ˆ  ์Šคํƒ: Python, PyTorch, HuggingFace
  • ์ฃผ์š” ์—ญํ• :
    • ๊ฐ์ • ๋ฐ์ดํ„ฐ ์ „์ฒ˜๋ฆฌ ๋ฐ KoBERT Fine-tuning
    • ์‚ฌ์šฉ์ž ์ผ๊ธฐ์˜ ๊ฐ์ • ๋ถ„์„ ๋ชจ๋ธ ๊ฐœ๋ฐœ
  • ์„ฑ๊ณผ: 94.4% ๊ฐ์ • ๋ถ„๋ฅ˜ ์ •ํ™•๋„ ๋‹ฌ์„ฑ

๐Ÿ… Honors and Awards

  • ์„ธ์ข…๋Œ€ํ•™๊ต ์ฐฝ์˜์„ค๊ณ„๊ฒฝ์ง„๋Œ€ํšŒ - ์šฐ์ˆ˜์ƒ (2024.06)

๐Ÿ“š Education

  • ์„ธ์ข…๋Œ€ํ•™๊ต, ์ง€๋Šฅ๊ธฐ์ „๊ณตํ•™๋ถ€ (2020.03 - 2025.02)

๐Ÿ“œ Certifications & Training

SKT FLY AI Challenger

  • ๊ธฐ๊ฐ„: 2024.06 - 2024.08 (3๊ฐœ์›”)
  • ๊ต์œก ๋‚ด์šฉ:
    • ๋น…๋ฐ์ดํ„ฐ ๋ถ„์„ ๋ฐ ์‹œ๊ฐํ™”
    • OpenCV ํ™œ์šฉ
    • Deep Learning & Reinforcement Learning
    • Docker, Kubernetes, Jenkins, GitHub Actions, Azure

๐Ÿ’ผ Work Experience

์นฉ์Šค์•ค๋ฏธ๋””์–ด (2023.01 - 2024.01)

  • Verification Software ํŒ€ ๊ณ„์•ฝ์ง ๊ทผ๋ฌด
  • Test Script ๊ด€๋ฆฌ ๋ฐ Jenkins ์œ ์ง€๋ณด์ˆ˜

ICT ํ•™์ ์—ฐ๊ณ„ ์ธํ„ด์‹ญ - ๋„ฅ์ŠคํŠธ๋žฉ (2024.09 - 2024.12)

  • ์ž์ฒด OCR ๊ฐœ๋ฐœ โ†’ ๊ธฐ์—… ๋น„์šฉ ์ ˆ๊ฐ
  • RAG Chatbot ๊ฐœ๋ฐœ ํ”„๋กœ์ ํŠธ ์ˆ˜์ฃผ ์ง„ํ–‰
  • YOLO ๊ธฐ๋ฐ˜ ์ปค์„œ ๊ฐ์ง€ ๋ชจ๋ธ ๊ฐœ๋ฐœ
  • Intelligent Money Test ํ•™์Šต ๋ฐฉ๋ฒ•๋ก  ์ œ์‹œ

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