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HaeinSeo/README.md
Haein profile

๐Ÿ‘‹ Hi, I'm Haein

Coding Cat

I'm currently studying Vision AI, privacy-preserving AI security, and multi-modal NLP systems with a focus on explainability and real-world medical applications.


๐Ÿ”ฌ Research & Interests

Area Key Focus Badge
Computer Vision (CV) Vision-Language Models (VLM) ๐Ÿ‘๏ธโ€๐Ÿ—จ๏ธ ย 
Explainable AI (XAI) SHAP, LIME, Model Transparency ๐Ÿ’ก ย 
AI Security Privacy-preserving ML ๐Ÿ”’ ย 
NLP & Data Analytics RAG, Biomedical Text Mining โœ๏ธ ย 
AI Modeling CNN, ResNet, YOLO, RF, XGBoost ๐Ÿง  ย 

๐Ÿ›  Tech Stack

โœจ Data Science & Frameworks โœจ


๐Ÿ“Š GitHub Stats

GitHub Streak

๐Ÿ’– Connect with Me!


Thank you for visiting! Happy Coding! ๐Ÿ’ป

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  1. bc-viz bc-viz Public

    bc-viz๋Š” ๋ฐ์ดํ„ฐ์˜ ๋ถ„ํฌ, ์ƒ๊ด€๊ด€๊ณ„, ํŒจํ„ด์„ ์ง๊ด€์ ์œผ๋กœ ํ‘œํ˜„ํ•˜๋Š” Python ๊ธฐ๋ฐ˜ ์‹œ๊ฐํ™” ํ”„๋กœ์ ํŠธ๋กœ, ๋ถ„์„ ๊ฒฐ๊ณผ๋ฅผ ๋Œ€์‹œ๋ณด๋“œ์™€ ๋ฆฌํฌํŠธ ํ˜•ํƒœ๋กœ ํƒ์ƒ‰ํ•  ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค. bc-viz is a Python-based visualization project that intuitively displays data distributions, correlationsโ€ฆ

    Jupyter Notebook 1 1

  2. Bic_Vision_XAI Bic_Vision_XAI Public

    ๐Ÿ”ฌ Bic_Vision_XAI โ€” ์œ ๋ฐฉ์•” ์„ธํฌ ์ด๋ฏธ์ง€๋ฅผ ๋ถ„์„ํ•ด ์–‘์„ฑ/์•…์„ฑ์„ ์˜ˆ์ธกํ•˜๊ณ , SHAPยทLIMEยทVLM์œผ๋กœ ๊ฒฐ์ • ๊ทผ๊ฑฐ๋ฅผ ์‹œ๊ฐยท์–ธ์–ด์ ์œผ๋กœ ์„ค๋ช…ํ•˜๋Š” XAI ๊ธฐ๋ฐ˜ ์ง„๋‹จ ์‹œ์Šคํ…œ์ž…๋‹ˆ๋‹ค. ๐Ÿฉบ CNN + ์ „ํ†ต ML์„ ๊ฒฐํ•ฉํ•œ ํ•˜์ด๋ธŒ๋ฆฌ๋“œ ๋ชจ๋ธ๋กœ ์›น์—์„œ ์‹ค์‹œ๊ฐ„ ๋ถ„์„์„ ์ œ๊ณตํ•ฉ๋‹ˆ๋‹ค. โšก Bic_Vision_XAI is a hybrid CNN + ML explainaโ€ฆ

    Python

  3. STRATA STRATA Public

    ๐ŸŒบ Tablity๋Š” ๋ฌธ์„œ ๋‚ด ๋‹ค์–‘ํ•œ ํ˜•ํƒœ์˜ ํ‘œ๋ฅผ ์ž๋™ ๊ฒ€์ถœํ•˜๊ณ , ๊ฐ ์…€ ํ…์ŠคํŠธ๋ฅผ OCR๋กœ ์ •๋ฐ€ ์ถ”์ถœํ•ด ๊ตฌ์กฐํ™”๋œ ๋ฐ์ดํ„ฐ๋กœ ๋ณ€ํ™˜ํ•˜๋Š” ํ”„๋กœ์ ํŠธ์ž…๋‹ˆ๋‹ค. ์ถ”์ถœ๋œ ๋ฐ์ดํ„ฐ๋Š” LLM, RAG, ์ง€์‹๋ฒ ์ด์Šค ๊ตฌ์ถ• ๋“ฑ AI ํ™œ์šฉ์— ์ง์ ‘ ์‚ฌ์šฉ๋  ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค. ๐ŸŒบ Tablity automatically detects tables in documents and extractsโ€ฆ

  4. HaeinSeo HaeinSeo Public

    ๐ŸŒบMy personal GitHub profile and projects๐ŸŒบ