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Achievement: QuickdrawAchievement: Pull Sharkx2Achievement: YOLO

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Achievement: QuickdrawAchievement: Pull Sharkx2Achievement: YOLO

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pttnekh/README.md

Hi there ๐Ÿ‘‹

์•ˆ๋…•ํ•˜์„ธ์š”, ์ปดํ“จํ„ฐยท์ธ๊ณต์ง€๋Šฅ๊ณตํ•™๋ถ€ ์ธ๊ณต์ง€๋Šฅ์ „๊ณต ๊ฐœ๋ฐœ์ž Kwon์ž…๋‹ˆ๋‹ค.
Python ๊ธฐ๋ฐ˜ ๋ฐ์ดํ„ฐ/ML ํŒŒ์ดํ”„๋ผ์ธ๊ณผ FastAPI API ์„œ๋น™์— ๊ด€์‹ฌ์ด ์žˆ๊ณ , ์ตœ๊ทผ์—๋Š” ๋”ฅ๋Ÿฌ๋‹/LLM ๊ธฐ์ดˆ๋ฅผ ํ•™์Šตํ•˜๋ฉฐ AI ์—์ด์ „ํŠธ ์•ฑ ๊ตฌ์ถ•์„ ๋ชฉํ‘œ๋กœ ํ•˜๊ณ  ์žˆ์Šต๋‹ˆ๋‹ค.

๐Ÿ”ญ Now

  • ML ์‹คํ—˜/๋ถ„์„ + ๋ฐ์ดํ„ฐ ํŒŒ์ดํ”„๋ผ์ธ(ETL) ์„ค๊ณ„
  • FastAPI ๊ธฐ๋ฐ˜ REST API ์„œ๋น™, Docker๋กœ ์‹คํ–‰ ํ™˜๊ฒฝ ๊ตฌ์„ฑ
  • ๋”ฅ๋Ÿฌ๋‹/LLM ๊ธฐ์ดˆ ํ•™์Šต(์˜ˆ์ œ ์ฝ”๋“œ ์žฌํ˜„ ์ค‘์‹ฌ): ์ž„๋ฒ ๋”ฉ(BoW/TF-IDF/word2vec), RNN/LSTM/GRU, seq2seq/Attention, Transformer/BERT
  • ๋ชฉํ‘œ: LLM agent apps (tool-use + API integration)

๐Ÿ”จ My main stacks

My Skills

๐Ÿš€ Projects

๐Ÿ  Busan RealEstate Analytics Pipeline (๊ฐœ์ธ ํ”„๋กœ์ ํŠธ)

๋ถ€์‚ฐ ์•„ํŒŒํŠธ ๊ฑฐ๋ž˜ ๋ฐ์ดํ„ฐ๋ฅผ ์ˆ˜์ง‘โ†’๋ณ€ํ™˜โ†’PostgreSQL ์ ์žฌ ํ›„, FastAPI๋กœ ๋ถ„์„ ๊ฒฐ๊ณผ๋ฅผ API๋กœ ์„œ๋น™ํ•˜๋Š” 3๋‹จ๊ณ„ ํŒŒ์ดํ”„๋ผ์ธ์ž…๋‹ˆ๋‹ค.
Docker Compose๋กœ DB+API ์‹คํ–‰ ํ™˜๊ฒฝ์„ ๊ตฌ์„ฑํ–ˆ์Šต๋‹ˆ๋‹ค.

๐ŸŒค Todayโ€™s Sky (ํŒ€ ํ”„๋กœ์ ํŠธ)

์™ธ๋ถ€/๊ณต๊ณต ๋‚ ์”จ API๋ฅผ ์—ฐ๋™ํ•ด ํ˜„์žฌ ๋‚ ์”จ, ์˜ˆ๋ณด, ๊ณต๊ธฐ์งˆ ์ •๋ณด๋ฅผ ์ œ๊ณตํ•˜๋Š” ์›น ์„œ๋น„์Šค์ž…๋‹ˆ๋‹ค.
๋ฐฑ์—”๋“œ(API) ์ค‘์‹ฌ์œผ๋กœ ์—ฐ๋™/์˜ˆ์™ธ์ฒ˜๋ฆฌ ๋ฐ ๋ฌธ์„œ ์ •๋ฆฌ๋ฅผ ๋‹ด๋‹นํ–ˆ์Šต๋‹ˆ๋‹ค.

๐Ÿ‘ค Roles

  • Todayโ€™s Sky: Backend/API (API integration, response format, exception handling, docs)
  • Busan Pipeline: Solo dev (ETL, DB schema/transform, FastAPI endpoints, Docker Compose)

๐Ÿ“ซ Contact

Pinned Loading

  1. Housing-Price-Prediction Housing-Price-Prediction Public

    A regression model for house price prediction that improves overfitting through hyperparameter tuning (Achieved Rยฒ of 0.857).

    Jupyter Notebook

  2. OSS-teamproject-Todays-sky/todays-sky OSS-teamproject-Todays-sky/todays-sky Public

    ๊ฐ„๋‹จํ•˜๊ณ  ์ง๊ด€์ ์ธ UI๋กœ ๋„์‹œ๋ณ„ ๋‚ ์”จ ์ •๋ณด๋ฅผ ์ œ๊ณตํ•˜๋Š” ์›น ์„œ๋น„์Šค์ž…๋‹ˆ๋‹ค.

    TypeScript

  3. busan-realestate-analytics-pipeline-main busan-realestate-analytics-pipeline-main Public

    ๋ถ€์‚ฐ ์ง€์—ญ ์•„ํŒŒํŠธ ์‹ค๊ฑฐ๋ž˜๊ฐ€ ๋ฐ์ดํ„ฐ๋ฅผ ์ˆ˜์ง‘ยท์ •์ œยท๋ถ„์„ํ•˜๋Š” ํŒŒ์ดํ”„๋ผ์ธ ํ•™์Šต์šฉ ํ”„๋กœ์ ํŠธ์ž…๋‹ˆ๋‹ค.

    Python

  4. aiming-top-coding-test aiming-top-coding-test Public

    This is an auto push repository for Baekjoon Online Judge created with [BaekjoonHub](https://github.com/BaekjoonHub/BaekjoonHub).

    Python