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  • Kyung Hee university
  • Suwon, Republic of Korea

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jhhan0208/README.md

Jihoon Han

Data Science Student ยท AI Service & NLP Developer

My projects, experiences, awards, and publications are organized in detail on my portfolio.

Visit My Portfolio

๐Ÿ‘‹ About Me

Hello! I'm Jihoon Han, an undergraduate studying Data Science at Kyung Hee University.

I am interested in building practical AI services, particularly in Natural Language Processing, data-driven products, and software accessibility. I enjoy presenting and sharing my work through presentations, demonstrations, and casual conversations. I value mutual growth through constructive, positive feedback.

๐Ÿ’ผ Experience & Activities

  • ์˜ค๋น„๋งฅ์ฃผ Digital Sales ์ธํ„ด โ€” ๋„๋งค์‚ฌ ์ฃผ๋ฌธ ๋ฐ์ดํ„ฐ์˜ ์ˆ˜์ง‘ยท์ •์ œยท์ „์ฒ˜๋ฆฌยท๋ฐฐํฌ ๊ณผ์ •์„ ์ˆ˜ํ–‰ํ•˜๊ณ , 400๊ฐœ ์ด์ƒ์˜ ์ƒํ’ˆ๋ช…๊ณผ ๊ทœ๊ฒฉ์„ ํ‘œ์ค€ํ™”ํ–ˆ์Šต๋‹ˆ๋‹ค. BW/Analyzer์™€ BEES ๋ฐ์ดํ„ฐ๋ฅผ ๋ถ„์„ํ•ด ์˜์—… ํ˜„ํ™ฉ ์ง„๋‹จ ๋ฐ ์˜์‚ฌ๊ฒฐ์ • ์ž๋ฃŒ ์ œ์ž‘์„ ์ง€์›ํ–ˆ์Šต๋‹ˆ๋‹ค.
  • KHUDA 7๊ธฐ NLP ํŠธ๋ž™ โ€” ๊ฒฝํฌ๋Œ€ํ•™๊ต AIยท๋ฐ์ดํ„ฐ๋ถ„์„ ํ•™ํšŒ KHUDA์—์„œ ๋จธ์‹ ๋Ÿฌ๋‹๊ณผ ๋”ฅ๋Ÿฌ๋‹์˜ ๊ธฐ์ดˆ๋ถ€ํ„ฐ Transformer, LLM, RAG๊นŒ์ง€ ๋‹จ๊ณ„์ ์œผ๋กœ ํ•™์Šตํ•˜๊ณ , ์ด๋ฅผ ๋งž์ถค๋ฒ• ํ€ด์ฆˆ์™€ ํŒ๋ก€ ๊ฒ€์ƒ‰ AI ์„œ๋น„์Šค ๊ฐœ๋ฐœ์— ์ ์šฉํ–ˆ์Šต๋‹ˆ๋‹ค.
  • ๊ฒฝํฌ๋Œ€ํ•™๊ต SW ๋ฉ˜ํ†  โ€” ์‘์šฉ๋ฐ์ดํ„ฐ๋ถ„์„ ๊ณผ๋ชฉ์˜ ํšŒ๊ท€ยท๋ถ„๋ฅ˜ยท๋ฐ์ดํ„ฐ ์ฆ๊ฐ•ยทํด๋Ÿฌ์Šคํ„ฐ๋งยท์‹œ๊ณ„์—ด ๋ถ„์„ ๊ด€๋ จ ์ž๋ฃŒ๋ฅผ ์ œ์ž‘ํ•˜๊ณ  ์ˆ˜์—… ์šด์˜์„ ์ง€์›ํ–ˆ์Šต๋‹ˆ๋‹ค.
  • ๋ฐ์ดํ„ฐ ์ง๋ฌด๋ถ€ํŠธ์บ ํ”„ โ€“ SQL ์ž…๋ฌธ๋ถ€ํ„ฐ ํ™œ์šฉ๊นŒ์ง€ โ€” SQL์„ ํ™œ์šฉํ•ด RDB์—์„œ ํ•„์š”ํ•œ ๋ฐ์ดํ„ฐ๋ฅผ ๊ฐ€๊ณตยท์ถ”์ถœํ•˜๊ณ , ๊ฐ€์ƒ์˜ ๊ธฐ์—… ๋ฐ์ดํ„ฐ๋ฅผ ๊ธฐ๋ฐ˜์œผ๋กœ ๋Œ€์‹œ๋ณด๋“œ์™€ ๋ถ„์„ ๋ณด๊ณ ์„œ๋ฅผ ์ œ์ž‘ํ•ด ๋น„์ฆˆ๋‹ˆ์Šค ์ธ์‚ฌ์ดํŠธ๋ฅผ ๋„์ถœํ–ˆ์Šต๋‹ˆ๋‹ค.
  • AI SPARK ๋ถ€ํŠธ์บ ํ”„ โ€” NXT CLOUD๊ฐ€ ์šด์˜ํ•œ AI SPARK ๋ถ€ํŠธ์บ ํ”„์— ์ฐธ์—ฌํ•˜์—ฌ ์ตœ์‹  ์ƒ์„ฑํ˜• AIยทAWS ๋…ธ์ฝ”๋“œ ๋„๊ตฌยทAI ์—์ด์ „ํŠธ ํ™œ์šฉ๋ฒ•์„ ํ•™์Šตํ•˜๊ณ , AI ๊ธฐ๋ฐ˜ ๋งž์ถคํ˜• ์ฑ„์šฉ ๋งค์นญ ์„œ๋น„์Šค MatchLab์„ ๊ธฐํšยท๊ตฌํ˜„ํ–ˆ์Šต๋‹ˆ๋‹ค.

๐Ÿš€ Featured Projects

Project Description Tech
SEECODE Flutter ์•ฑ์˜ ์Šคํฌ๋ฆฐ ๋ฆฌ๋” ์ ‘๊ทผ์„ฑ ์˜ค๋ฅ˜๋ฅผ ํƒ์ง€ํ•˜๊ณ  ๊ฐœ์„  ๋ฐฉ์•ˆ์„ ์ œ์•ˆํ•˜๋Š” ์ ‘๊ทผ์„ฑ ๊ฒ€์‚ฌ ๋„๊ตฌ์ž…๋‹ˆ๋‹ค. Flutter, ADB, React, Computer Vision
TermCorrector ๊ฐ•์˜ ์Œ์„ฑ์˜ STT ๊ฒฐ๊ณผ์—์„œ ์ „๊ณต ์šฉ์–ด ์˜ค์ธ์‹์„ ํƒ์ง€ํ•˜๊ณ  ๋ฌธ๋งฅ์— ๋งž๊ฒŒ ๋ณด์ •ํ•˜๋Š” NLP ์„œ๋น„์Šค์ž…๋‹ˆ๋‹ค. Python, Whisper, FastText, Flask
CleansedFeedback ๋ฆฌ๋ทฐ ๋ฌธ์žฅ์—์„œ ์„œ๋น„์Šค ๊ฐœ์„ ์— ํ™œ์šฉํ•  ์ˆ˜ ์žˆ๋Š” ํ”ผ๋“œ๋ฐฑ์„ Sequence Labeling ๋ฐฉ์‹์œผ๋กœ ์ถ”์ถœํ•˜๋Š” ๋ชจ๋ธ์ž…๋‹ˆ๋‹ค. PyTorch, Hugging Face, BERT-CRF, Kiwi
WOODJUDGE ์‚ฌ๊ฑด ์œ ํ˜•๊ณผ ์‚ฌ์šฉ์ž ์งˆ์˜๋ฅผ ๋ฐ”ํƒ•์œผ๋กœ ๊ด€๋ จ ํŒ๋ก€๋ฅผ ๊ฒ€์ƒ‰ํ•˜๊ณ  ๋‹ต๋ณ€์„ ์ œ๊ณตํ•˜๋Š” RAG ๊ธฐ๋ฐ˜ ๋ฒ•๋ฅ  ์ •๋ณด ์„œ๋น„์Šค์ž…๋‹ˆ๋‹ค. LangChain, Chroma, OpenAI Embeddings, Flask

๐Ÿ† Awards

  • KCC 2025 ํ•™๋ถ€์ƒ/์ฃผ๋‹ˆ์–ด ๋…ผ๋ฌธ๊ฒฝ์ง„๋Œ€ํšŒ ํ•™๋ถ€์ƒ๋ถ€๋ฌธ ์ตœ์šฐ์ˆ˜์ƒ โ€” ๊ฐ•์˜ ์ž๋ฃŒ์™€ WhisperยทFastText๋ฅผ ํ™œ์šฉํ•œ ์˜๋ฌธ ์ „๋ฌธ ์šฉ์–ด ๊ต์ • ์„œ๋น„์Šค TermCorrector์˜ ์—ฐ๊ตฌ ์„ฑ๊ณผ๋ฅผ ์ธ์ •๋ฐ›์•˜์Šต๋‹ˆ๋‹ค.
  • 2024 ๊ฒฝํฌ๋Œ€ํ•™๊ต SWCON Conference ์šฐ์ˆ˜์ƒ โ€” ๊ฐ•์˜ STT ๊ฒฐ๊ณผ์—์„œ ์ž˜๋ชป ์ธ์‹๋œ ์˜๋ฌธ ์ „๋ฌธ ์šฉ์–ด๋ฅผ ํƒ์ง€ํ•˜๊ณ  ๊ต์ •ํ•˜๋Š” TermCorrector๋ฅผ ๊ฐœ๋ฐœํ–ˆ์Šต๋‹ˆ๋‹ค.
  • 2025 KHUDA 7๊ธฐ ํ† ์ดํ”„๋กœ์ ํŠธ ์ปจํผ๋Ÿฐ์Šค ํŠน๋ณ„์ƒ โ€” ๋งž์ถค๋ฒ• ์˜ค๋ฅ˜ ๋ฐ์ดํ„ฐ๋ฅผ ํ™œ์šฉํ•œ ๋‹จ๊ณ„๋ณ„ ํ•™์Šต ํ€ด์ฆˆ ์„œ๋น„์Šค ๋‚˜๋ž๋ง์‹ธ๋ฏธ๋ฅผ ๊ฐœ๋ฐœํ–ˆ์Šต๋‹ˆ๋‹ค.
  • KSC 2025 ํ•™๋ถ€์ƒ/์ฃผ๋‹ˆ์–ด ๋…ผ๋ฌธ๊ฒฝ์ง„๋Œ€ํšŒ ํ•™๋ถ€์ƒ๋ถ€๋ฌธ ์žฅ๋ ค์ƒ โ€” ๋งฅ๋ฝ ์ •๋ณด๋ฅผ ํ™œ์šฉํ•ด ๋ชจ๋ฐ”์ผ ์ ‘๊ทผ์„ฑ ๋ฌธ์ œ๋ฅผ ์ง„๋‹จํ•˜๊ณ  ์ฝ”๋“œ ์ˆ˜์ •์•ˆ์„ ์ œ์•ˆํ•˜๋Š” SeeCode์˜ ์—ฐ๊ตฌ ์„ฑ๊ณผ๋ฅผ ์ธ์ •๋ฐ›์•˜์Šต๋‹ˆ๋‹ค.

๐Ÿ“„ Publication

  • TermCorrector: Speech-to-Text(STT)์—์„œ์˜ ์˜๋ฌธ ์šฉ์–ด ๊ต์ • ์„œ๋น„์Šค โ€” ๊ฐ•์˜ ์ž๋ฃŒ์—์„œ ์ „๋ฌธ ์šฉ์–ด๋ฅผ ์ถ”์ถœํ•˜๊ณ , Whisper STT์™€ ๋ฐ์ดํ„ฐ ์ฆ๊ฐ• ๊ธฐ๋ฐ˜ FastText ๋ชจ๋ธ์„ ๊ฒฐํ•ฉํ•ด ์˜๋ฌธ ์šฉ์–ด ์˜ค์ธ์‹์„ ๊ต์ •ํ•˜๋Š” ์‹œ์Šคํ…œ์„ ์ œ์•ˆํ–ˆ์Šต๋‹ˆ๋‹ค. KCC 2025์—์„œ ๋…ผ๋ฌธ ๋ฐœํ‘œ์™€ ํฌ์Šคํ„ฐ ์ „์‹œ๋ฅผ ์ง„ํ–‰ํ–ˆ์Šต๋‹ˆ๋‹ค.
  • SeeCode: ๋งฅ๋ฝ ์ •๋ณด๋ฅผ ํ™œ์šฉํ•œ ๋ชจ๋ฐ”์ผ ์ ‘๊ทผ์„ฑ ์ง„๋‹จ ๋ฐ ์ฝ”๋“œ ์ˆ˜์ • ์ œ์•ˆ ์‹œ์Šคํ…œ โ€” Flutter ์ฝ”๋“œ์™€ ์‹คํ–‰ ํ™”๋ฉด์˜ ๋งฅ๋ฝ์„ ํ•จ๊ป˜ ๋ถ„์„ํ•ด ์ ‘๊ทผ์„ฑ ๋ฌธ์ œ๋ฅผ ์ง„๋‹จํ•˜๊ณ , LLM์œผ๋กœ ๋Œ€์ฒด ํ…์ŠคํŠธ์™€ ์ฝ”๋“œ ์ˆ˜์ •์•ˆ์„ ์ƒ์„ฑํ•˜๋Š” ์‹œ์Šคํ…œ์„ ์ œ์•ˆํ–ˆ์Šต๋‹ˆ๋‹ค. KSC 2025์—์„œ ์—ฐ๊ตฌ ๊ฒฐ๊ณผ๋ฅผ ๋ฐœํ‘œํ–ˆ์Šต๋‹ˆ๋‹ค.

๐Ÿ›  Tech Stack

Languages

Python SQL C++ TypeScript

AI & Data

PyTorch Hugging Face scikit-learn LangChain

Development & Infrastructure

Flask React Next.js Docker Google Cloud


For project demos, detailed roles, and outcomes, please visit my portfolio.

Pinned Loading

  1. flutter-accessbility-checker flutter-accessbility-checker Public

    Forked from Sjaize/flutter-accessbility-checker

    TypeScript

  2. WoodJudge WoodJudge Public

    Forked from wood-judge/wood-judge-apps

    Legal Q&A system powered by RAG-based generative AI for providing legal assistance.

    Python

  3. CleansedFeedback CleansedFeedback Public

    2025-1ํ•™๊ธฐ ์บก์Šคํ†ค ๋””์ž์ธ์œผ๋กœ ์ง„ํ–‰ํ–ˆ๋˜ ์ˆœํ™”๋œ ํ”ผ๋“œ๋ฐฑ ์ œ๊ณต ์„œ๋น„์Šค, "CleansedFeedback"์ž…๋‹ˆ๋‹ค.

    Python

  4. TermCorrector TermCorrector Public

    ๐Ÿ”ฅ๊ฐ•์˜๋…น์Œ ์ „๊ณต์šฉ์–ด ์ž๋™๋ณ€ํ™˜ ์„œ๋น„์Šค (2024 ๊ฒฝํฌ๋Œ€ํ•™๊ต Swcon Conference ์šฐ์ˆ˜์ƒ) ๐Ÿ”ฅ

    HTML 3

  5. KHUDA-7TH-TOYPROJECT KHUDA-7TH-TOYPROJECT Public

    Forked from khuda-deepdive-session/KHUDA-7TH-TOYPROJECT

    ์ฟ ๋‹ค 7๊ธฐ ํ† ์ดํ”„๋กœ์ ํŠธ ๋ ˆํฌ์ง€ํ† ๋ฆฌ

    TypeScript

  6. wjkim9653/FGSM-Attacks-with-PyTorch wjkim9653/FGSM-Attacks-with-PyTorch Public

    This Repository stores ImageNet Data, PyTorch Codes for Various types of FGSM Attacks, and Log Files after our testing.

    Python 1