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Knockcha/README.md

Hi, I'm Knockcha ๐Ÿ‘‹

AI / Full-stack Developer ยท Frontend-leaning Generalist ์‚ฌ์šฉ์ž๊ฐ€ ํด๋ฆญ ํ•œ ๋ฒˆ์œผ๋กœ ๊ฐ€์น˜๋ฅผ ์–ป์„ ์ˆ˜ ์žˆ๋Š” ์ธํ„ฐํŽ˜์ด์Šค๋ฅผ ๋งŒ๋“œ๋Š” ๋ฐ ๊ด€์‹ฌ์ด ๋งŽ์Šต๋‹ˆ๋‹ค.

๐Ÿ›  Tech Stack

Frontend React 18 ยท TypeScript ยท Vite ยท Tailwind CSS ยท Leaflet ยท Recharts ยท Framer Motion Backend FastAPI ยท Spring Boot ยท Spring MVC ยท MyBatis ยท JPA ยท Flask AI / ML PyTorch ยท LangGraph ยท LangChain ยท RAG ยท OpenCV ยท MediaPipe Infra Docker ยท PostgreSQL ยท MySQL ยท Redis ยท pgvector

๐Ÿš€ Featured Projects

ํ”„๋žœ์ฐจ์ด์ฆˆ ๋ณธ๋ถ€ ์˜์—…ํŒ€์šฉ AI ์ถœ์  ์‹œ๋ฎฌ๋ ˆ์ดํ„ฐ โ€” C1 ํ”„๋ก ํŠธ์—”๋“œ ๋‹จ๋… ๋‹ด๋‹น. LangGraph ๋ณ‘๋ ฌ ๋ฉ€ํ‹ฐ์—์ด์ „ํŠธ + TCN/LightGBM ์•™์ƒ๋ธ” + RAG ๋ฒ•๋ฅ  ๋ถ„์„ + 12๊ฐœ์›” ๋งค์ถœ ์˜ˆ์ธก์„ React 18 + TypeScript + Leaflet + Recharts๋กœ ์‹œ๊ฐํ™”. PDF/์—‘์…€ ๋ฆฌํฌํŠธ ๋‚ด๋ณด๋‚ด๊ธฐ ๊ตฌํ˜„.

์–ผ๊ตด ์‚ฌ์ง„ ํ•œ ์žฅ์œผ๋กœ ํ”ผ๋ถ€ ํŠธ๋Ÿฌ๋ธ” + ํผ์Šค๋„ ์ปฌ๋Ÿฌ ์‹œ์ฆŒ์„ ์ง„๋‹จํ•˜๋Š” ๋ฏธ๋‹ˆ ML ์„œ๋น„์Šค. MobileNetV2 fine-tuning + OpenCV/MediaPipe CV ํŒŒ์ดํ”„๋ผ์ธ ์ง์ ‘ ์„ค๊ณ„. Gemini ์ž์—ฐ์–ด ์ฝ”๋ฉ˜ํŠธ + ๋„ค์ด๋ฒ„ ์‡ผํ•‘ ํ™”์žฅํ’ˆ ์ถ”์ฒœ ์—ฐ๋™.

์‹œ์„ค ์˜ˆ์•ฝ / ๋„์„œ๊ด€ / ๋™์•„๋ฆฌ / ๊ธฐ์ˆ™์‚ฌ / ์‹๋‹น / ์ƒ๋‹ด ํ†ตํ•ฉ ์‹œ์Šคํ…œ (3์ธ ํŒ€ ํ”„๋กœ์ ํŠธ). Spring Boot + React + Vite/Bun ยท PR 16๊ฑด ๋‹จ๋… ๋จธ์ง€, ๋™์•„๋ฆฌ ๋ชจ๋“ˆ์€ ๋‹จ๋… ๊ตฌํ˜„.

ํ’‹์‚ด ๋™ํ˜ธํšŒยท๋งค์นญยท์ž์œ ๊ฒŒ์‹œํŒ ํ”Œ๋žซํผ. Spring MVC(Legacy) + MyBatis + JSP ยท ํšŒ์›/์„ธ์…˜/Interceptor + Spring Java Config ๋‹จ๋… ๋‹ด๋‹น.

๐Ÿ“ซ Contact

Pinned Loading

  1. Himidea-AI/Final_Project Himidea-AI/Final_Project Public

    ํ”„๋žœ์ฐจ์ด์ฆˆ ๋ณธ๋ถ€ ์˜์—…ํŒ€์šฉ AI ์ถœ์  ์‹œ๋ฎฌ๋ ˆ์ดํ„ฐ โ€” LangGraph ๋ณ‘๋ ฌ ๋ฉ€ํ‹ฐ์—์ด์ „ํŠธ + TCNยทLightGBM ์•™์ƒ๋ธ” + SHAP ํ•ด์„ + RAG ๋ฒ•๋ฅ  ๋ฆฌ์Šคํฌ ๋ถ„์„์œผ๋กœ ๋งˆํฌ๊ตฌ 16๋™ ร— 10์—…์ข… ๋งค์ถœ/ํ์—…/๋ฒ•๋ฅ  ๋ฆฌ์Šคํฌ 12๊ฐœ์›” ์˜ˆ์ธก. ์„œ์šธ 19+ ๊ณต๊ณต๋ฐ์ดํ„ฐ ๊ธฐ๋ฐ˜.

    Python 2

  2. jungIH5/miniproject jungIH5/miniproject Public

    Python 1

  3. campus-facility-management-system campus-facility-management-system Public

    Forked from WizWix/campus-facility-management-system

    ํ•™๊ต ์‹œ์„ค์„ ํ†ตํ•ฉ ๊ด€๋ฆฌํ•˜๋Š” ํ’€์Šคํƒ ์›น โ€” ์‹œ์„ค์˜ˆ์•ฝ/๋„์„œ๊ด€/๋™์•„๋ฆฌ/๊ธฐ์ˆ™์‚ฌ/์‹๋‹น/์ƒ๋‹ด/๋งˆ์ดํŽ˜์ด์ง€ + ๊ด€๋ฆฌ์ž. Spring Boot + Spring Security + React + Vite/Bun. 3์ธ ํŒ€ ํ”„๋กœ์ ํŠธ, 16๊ฑด PR ๋‹จ๋… ๋จธ์ง€(๋™์•„๋ฆฌ ๋ชจ๋“ˆ ๋‹จ๋… ๊ตฌํ˜„).

    Java

  4. letsfutsal letsfutsal Public

    Forked from WizWix/letsfutsal

    ํ’‹์‚ด ๋™ํ˜ธํšŒ/๋งค์นญ ํ”Œ๋žซํผ โ€” ํŒ€/๊ฒฝ๊ธฐ์žฅ/๋งค์น˜/์ž์œ ๊ฒŒ์‹œํŒ + ํšŒ์› ์‹œ์Šคํ…œ. Spring MVC(Legacy) + MyBatis + JSP. ํŒ€ ํ”„๋กœ์ ํŠธ์—์„œ ํšŒ์›/์„ธ์…˜/Interceptor + Spring Java Config ๋‹จ๋… ๋‹ด๋‹น.

    Java