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Minsu5452/README.md

Profile ๐Ÿ‘‹

Minsu Kang

  • "The important thing is an unbreakable heart"
  • Kookmin Univ. in 2024 major in AI Big Data & Management.

โ˜Ž๏ธ Contact

๐Ÿ›  Technical Skills

  • Main Tech :

  • Sub Tech :

๐Ÿ“š Education

๊ธฐ๊ฐ„ ์†Œ์† ์ „๊ณต & ๊ต์œก ํ•™์œ„ ๋น„๊ณ 
2018.03 ~ 2024.08 ๊ตญ๋ฏผ๋Œ€ํ•™๊ต AI๋น…๋ฐ์ดํ„ฐ์œตํ•ฉ๊ฒฝ์˜ํ•™๊ณผ(๋น…๋ฐ์ดํ„ฐ๊ฒฝ์˜ํ†ต๊ณ„์ „๊ณต) ์ œ1์ „๊ณต ์กธ์—…
2022.03 ~ 2022.12 D&A ๋น…๋ฐ์ดํ„ฐ ํ•™ํšŒ(ML) ๋ฉค๋ฒ„ ๋งํฌ
2023.03 ~ 2023.12 D&A ๋น…๋ฐ์ดํ„ฐ ํ•™ํšŒ(DL) ๋ฉค๋ฒ„ ๋งํฌ
2023.09.01 ~ 2024.03.31 BDA ๋น…๋ฐ์ดํ„ฐ ์—ฐํ•ฉ ๋Œ€์™ธ ๋™์•„๋ฆฌ(ML/DL) ๋ฉค๋ฒ„ ์ˆ˜๋ฃŒ
2023.07.01 ~ 2023.09.27 LG Aimers 3๊ธฐ LG๊ทธ๋ฃน ์ฒญ๋…„ AI ๊ต์œก ํ”„๋กœ๊ทธ๋žจ ๋ฉค๋ฒ„ ๋งํฌ
2023.10.06 ~ 2023.11.23 ๊ตญ๋ฏผ๋Œ€ํ•™๊ต ๊ฒฝ์˜๋Œ€ํ•™ ์—ฐ๊ฒฐ๊ณ ๋ฆฌ 14๊ธฐ ๋ฉ˜ํ† ๋ง ๋ฉค๋ฒ„ ๋งํฌ

๐Ÿ’ผ Work Experience

๊ธฐ๊ฐ„ ์†Œ์† ๋ถ€์„œ ์ง๋ฌด ํฌ์ง€์…˜
2025.06.02 ~ ํ˜„์žฌ ์Šˆ์–ด์†Œํ”„ํŠธํ…Œํฌ AX์‘์šฉ๊ธฐ์ˆ ํŒ€ AI ๊ฐœ๋ฐœ ๋ฐ ๊ฒ€์ฆ ์ธํ„ด

๐Ÿ… Competition

์—ฐ๋„ ์ฃผ์ตœ ๋‚ด์šฉ ์—ญํ•  ์ˆ˜์ƒ ๋น„๊ณ 
2023 DACON ์œ ์ „์ฒด ์ •๋ณด ํ’ˆ์ข… ๋ถ„๋ฅ˜ AI ๊ฒฝ์ง„๋Œ€ํšŒ ํŒ€์žฅ 1st ๋งํฌ
2023 DACON ๋ฒ•์› ํŒ๊ฒฐ ์˜ˆ์ธก AI ๊ฒฝ์ง„๋Œ€ํšŒ ํŒ€์žฅ 2nd ๋งํฌ
2023 HDํ˜„๋Œ€,DACON HDํ˜„๋Œ€ AI Challenge ํŒ€์› 2nd ๋งํฌ
2023 LG,DACON ์˜จ๋ผ์ธ ์ฑ„๋„ ์ œํ’ˆ ํŒ๋งค๋Ÿ‰ ์˜ˆ์ธก AI ์˜จ๋ผ์ธ ํ•ด์ปคํ†ค ํŒ€์› 12th ๋งํฌ
2023 DACON 2023 ์ „๋ ฅ์‚ฌ์šฉ๋Ÿ‰ ์˜ˆ์ธก AI ๊ฒฝ์ง„๋Œ€ํšŒ ํŒ€์žฅ 107th ๋งํฌ
2023 ๊ฒฝ์ฐฐ๋Œ€ํ•™ 2023๋…„ ์ง€์—ญ ์น˜์•ˆ ์•ˆ์ „ ๋ฐ์ดํ„ฐ ๋ถ„์„ ๊ณต๋ชจ์ „ ๊ฐœ์ธ ์˜ˆ์„  ๋งํฌ
2023 AIFactory ์ง€์—ญ์‚ฌํšŒ ๋Œ€๊ธฐ์˜ค์—ผ ์˜ˆ์ธก ์ธ๊ณต์ง€๋Šฅ ๋ชจ๋ธ ๊ฐœ๋ฐœ ํŒ€์› ์˜ˆ์„  ๋งํฌ
2023 ๋†๋ฆผ์ถ•์‚ฐ์‹ํ’ˆ๋ถ€ 2023 ์Šค๋งˆํŠธ๋†์—… AI ๊ฒฝ์ง„๋Œ€ํšŒ ํŒ€์žฅ ์˜ˆ์„  ๋งํฌ
2023 ํ•œ๊ตญ์›๊ฒฉ๋Œ€ํ•™ํ˜‘์˜ํšŒ ์ œ3ํšŒ ์†Œ์™ธ๊ณ„์ธต์„ ์œ„ํ•œ AIํ™œ์šฉ ์•„์ด๋””์–ด ๊ณต๋ชจ์ „ ํŒ€์žฅ ์˜ˆ์„  ๋งํฌ
2022 DACON ๊ฐ๊ทค ์ฐฉ๊ณผ๋Ÿ‰ ์˜ˆ์ธก AI ๊ฒฝ์ง„๋Œ€ํšŒ ํŒ€์žฅ 17th ๋งํฌ
2022 L-point ๊ณ ๊ฐ ๊ตฌ๋งค ๋ฐ์ดํ„ฐ ๊ธฐ๋ฐ˜ ์˜ˆ์ธก ๋ชจ๋ธ ๊ฐœ๋ฐœ ๋ฐ ๊ฐœ์ธํ™” ๋งˆ์ผ€ํŒ… ์ „๋žต ์ œ์•ˆ ํŒ€์› ์˜ˆ์„  ๋งํฌ

๐Ÿ’ป Project

์—ฐ๋„ ๋ถ„๋ฅ˜ ํ”„๋กœ์ ํŠธ๋ช… ์—ญํ•  ๋น„๊ณ 
2025 Data Analysis, Algorithm Dev, Deployment ํ•ด์–‘ ๋ฐ์ดํ„ฐ ๊ธฐ๋ฐ˜ ๋ถ„์„ ๋ฐ ์•Œ๊ณ ๋ฆฌ์ฆ˜ ๊ฐœ๋ฐœยท๋ฐฐํฌ (AI์œต๋ณตํ•ฉ) ๊ฐœ์ธ ๋งํฌ
2025 Agent Verification, Data Processing KT ์—์ด์ „ํŠธ ๊ฒ€์ฆ ๋ฐ์ดํ„ฐ์…‹ ์ƒ์„ฑ ๋ฐ ๊ฒ€์ฆ ๊ฐœ์ธ ๋งํฌ
2025 LLM, Data Collection, Fine-tuning, RAG ์˜คํ”ˆ์†Œ์Šค ๊ธฐ๋ฐ˜ ํ•ด์–‘ ํŠนํ™” LLM ๊ฐœ๋ฐœ (CDX) ๊ฐœ์ธ ๋งํฌ
2025 Research ML ๊ฒ€์ฆ ๊ฐ€์ด๋“œ๋ผ์ธ ์ž๋ฃŒ์กฐ์‚ฌ ๋ฐ ๋…ผ๋ฌธ ์ •๋ฆฌ ๊ฐœ์ธ ๋งํฌ
2023 NLP NER์„ ํ†ตํ•œ ์˜์ˆ˜์ฆ ๊ฑฐ๋ž˜๋‚ด์—ญ ์ถ”์ถœ ๊ฐœ์ธ ๋งํฌ
2023 Time Series ์ƒ๋Ÿฌ๋“œ ์ˆ˜์š”๋Ÿ‰ ์˜ˆ์ธก ๋ชจ๋ธ ๊ฐœ๋ฐœ ๊ฐœ์ธ ๋งํฌ
2022 Web Crawling, Text Mining ์›น ํฌ๋กค๋ง ํ™œ์šฉํ•˜์—ฌ ํ…์ŠคํŠธ ๋ฐ์ดํ„ฐ ๋ถ„์„ ๊ฐœ์ธ ๋งํฌ
2022 CV Colorization Sota ๋ชจ๋ธ๋“ค Fine tuning ํŒ€์› ๋งํฌ
2022 ML ๋จธ์‹ ๋Ÿฌ๋‹ ํŒ€ํ”„๋กœ์ ํŠธ ๋ฐ Competition ํŒ€์žฅ ๋งํฌ
2021 Python Python ๊ธฐ์ดˆ ์Šคํ„ฐ๋”” ํŒ€์žฅ ๋งํฌ

๐Ÿ“” Conference

๊ธฐ๊ฐ„ ์ฃผ์ตœ ๋‚ด์šฉ ๋น„๊ณ 
2023.02.09 ~ 2023.02.10 ์—์ด์•„์ดํ”„๋ Œ์ฆˆํ•™ํšŒ 2023๋…„ ์ œ2์ฐจ ์‹ค์šฉ ์ธ๊ณต์ง€๋Šฅ ํ•™์ˆ ๋Œ€ํšŒ ๋…ผ๋ฌธ ๊ธฐ์žฌ ๋งํฌ

Pinned Loading

  1. Citrus_Yield_Prediction Citrus_Yield_Prediction Public

    Jupyter Notebook

  2. Court_Judgment_Prediction Court_Judgment_Prediction Public

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  3. Genomic_Data_Breed_Classification Genomic_Data_Breed_Classification Public

    Jupyter Notebook

  4. HD_Hyundai_AI_Challenge HD_Hyundai_AI_Challenge Public

    Jupyter Notebook

  5. Text_Mining Text_Mining Public

    Jupyter Notebook

  6. Traffic_Accident_Prediction Traffic_Accident_Prediction Public

    Jupyter Notebook