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dhksrlghd/README.md

๐Ÿ‘‹ Hi, I'm Wangi Hong


๐Ÿ™‹โ€โ™‚๏ธ About Me

  • ๐ŸŽ“ SK๋„คํŠธ์›์Šค Family AI Camp 26๊ธฐ
  • ๐ŸŽจ ๋ฐ์ดํ„ฐ๋ฅผ ์‚ฌ๋žŒ์ด ์ดํ•ดํ•  ์ˆ˜ ์žˆ๋Š” ํ™”๋ฉด์œผ๋กœ ์˜ฎ๊ธฐ๋Š” ์ž‘์—…์„ ์ข‹์•„ํ•ฉ๋‹ˆ๋‹ค
  • ๐Ÿงฉ ์ƒˆ๋กœ์šด ๋„๊ตฌ๋ฅผ ์ง์ ‘ ๋ถ€๋”ชํ˜€๊ฐ€๋ฉฐ ๋ฐฐ์šฐ๋Š” ํƒ€์ž…
  • ๐Ÿ“‹ ๋…ธ์…˜ยท์ผ์ • ๊ด€๋ฆฌ๋ฅผ ํ™œ์šฉํ•œ PM ์—ญํ• ๋กœ ํŒ€ ํ”„๋กœ์ ํŠธ๋ฅผ ์ด๋Œ์–ด๋ณธ ๊ฒฝํ—˜์ด ์žˆ์Šต๋‹ˆ๋‹ค

๐Ÿ› ๏ธ Tech Stack

๐Ÿ“‚ Projects

๐Ÿš— ์ค‘๊ณ ์ฐจ ๊ตฌ๋งค ์˜์‚ฌ๊ฒฐ์ • ์ง€์› ์„œ๋น„์Šค

SKN26 1์ฐจ ํ”„๋กœ์ ํŠธ ยท Streamlit UI/UX ๋‹ด๋‹น

์œ ์‚ฌ ์ฐจ๋Ÿ‰ ๊ตฐ์ง‘ ๊ธฐ๋ฐ˜ ๊ธฐ๋Œ€๊ฐ€๊ฒฉ์„ ์‚ฐ์ถœํ•ด ๊ฐ€๊ฒฉ ์ ์ •๋„๋ฅผ ํŒ์ •ํ•˜๋Š” ์„œ๋น„์Šค. ์„œ๋น„์Šค ์ „์ฒด ๋ ˆ์ด์•„์›ƒ ์„ค๊ณ„ยท๊ตฌํ˜„๊ณผ ๋ถ„์„ ๊ฒฐ๊ณผ ์‹œ๊ฐํ™”๋ฅผ ๋งก์•˜์Šต๋‹ˆ๋‹ค.

Streamlit Python MySQL Docker โ†’ Repository


๐Ÿ“ฑ KMP ๊ธฐ๋ฐ˜ ํ†ต์‹ ์‚ฌ ๊ณ ๊ฐ ์ดํƒˆ ์˜ˆ์ธก

SKN26 2์ฐจ ํ”„๋กœ์ ํŠธ ยท PM & churn_to_mvno ๋ถ„์„ ๋‹ด๋‹น

ํ•œ๊ตญ๋ฏธ๋””์–ดํŒจ๋„ ๋ฐ์ดํ„ฐ๋ฅผ transition ๊ธฐ๋ฐ˜ long panel๋กœ ์žฌ๊ตฌ์„ฑํ•˜์—ฌ ํ†ต์‹ ์‚ฌ ์ดํƒˆ์„ ์˜ˆ์ธก. ํฌ์†Œ ํด๋ž˜์Šค(์–‘์„ฑ ~1.25%) ๋ฌธ์ œ์˜ threshold ๋น„๊ตยทํ•œ๊ณ„ ํ•ด์„์„ ๋งก๊ณ , ๋…ธ์…˜์œผ๋กœ ํŒ€ ์ผ์ •์„ ์กฐ์œจํ–ˆ์Šต๋‹ˆ๋‹ค.

scikit-learn LogisticRegression RandomForest Pandas โ†’ Repository


๐Ÿ‘› Job Pocket ยท RAG ๊ธฐ๋ฐ˜ AI ์ž์†Œ์„œ ์ดˆ์•ˆ ์ƒ์„ฑ ์„œ๋น„์Šค

SKN26 3์ฐจ ํ”„๋กœ์ ํŠธ ยท ๋ฌธ์„œํ™” & ํ’ˆ์งˆ ํ‰๊ฐ€ ์ธํ”„๋ผ ๋‹ด๋‹น

์ฑ„์šฉ ๊ณต๊ณ  ๋ฐ์ดํ„ฐ๋ฅผ ๊ฒ€์ƒ‰ํ•˜๋Š” RAG ํŒŒ์ดํ”„๋ผ์ธ์„ ํ†ตํ•ด ์ง๋ฌด ์ ํ•ฉ๋„ ํ”ผ๋“œ๋ฐฑ๊ณผ ์ž์†Œ์„œ ์ดˆ์•ˆ์„ ์ƒ์„ฑํ•˜๋Š” ์„œ๋น„์Šค. ์•„ํ‚คํ…์ฒ˜ยท๋ฐฑ์—”๋“œยท๋ชจ๋ธ ์ „ ๋„๋ฉ”์ธ ์œ„ํ‚ค ๋ฌธ์„œํ™”์™€ LLM ํ’ˆ์งˆ์„ ์ •๋Ÿ‰ ํ‰๊ฐ€ํ•˜๋Š” ํ…Œ์ŠคํŠธ ์ธํ”„๋ผ๋ฅผ ๋งก๊ณ , ๊ธ€์ž ์ˆ˜ ์ œ์–ด ํ”„๋กฌํ”„ํŠธ ์‹คํ—˜์œผ๋กœ ์ž์†Œ์„œ ๋ถ„๋Ÿ‰ ์กฐ์ ˆ ๋กœ์ง ์„ค๊ณ„์— ๊ธฐ์—ฌํ–ˆ์Šต๋‹ˆ๋‹ค.

Python FastAPI Streamlit RAG MySQL Vector Docker โ†’ Repository

๐ŸŽจ Turning numbers into screens people actually want to use.

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  1. SKNETWORKS-FAMILY-AICAMP/SKN26-1ST-1TEAM SKNETWORKS-FAMILY-AICAMP/SKN26-1ST-1TEAM Public

    ์žฅํ•œ์žฌ, ๋ฐ•๋ฏผ์„ , ํ™์™„๊ธฐ, ์กฐ๋™ํœ˜, ์œค์ฐฌํ˜ธ, ์ž„์Šนํ˜„

    Python

  2. SKNETWORKS-FAMILY-AICAMP/SKN26-2nd-2TEAM SKNETWORKS-FAMILY-AICAMP/SKN26-2nd-2TEAM Public

    ๊น€์šฉ์šฑ, ์œค์ฐฌํ˜ธ, ์ „์Šน๊ถŒ, ํ™์™„๊ธฐ, ํ™์ง„์„œ

    Jupyter Notebook

  3. SKNETWORKS-FAMILY-AICAMP/SKN26-3rd-1TEAM SKNETWORKS-FAMILY-AICAMP/SKN26-3rd-1TEAM Public

    ์ด์ฐฝ์šฐ, ์žฅํ•œ์žฌ, ์ „์ข…ํ˜, ์กฐ๋™ํœ˜, ์ตœ์ˆ˜์•„, ํ™์™„๊ธฐ

    Python

  4. sai-museum-docent sai-museum-docent Public

    ์ž‘ํ’ˆ๊ณผ ๋‹น์‹  ์‚ฌ์ด๋ฅผ ์ž‡๋‹ค โ€” RAGยท๋ฉ€ํ‹ฐ๋ชจ๋‹ฌ ๋ฐ•๋ฌผ๊ด€ ๋„์ŠจํŠธ

    Python