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์ปค๋ฎค๋‹ˆํ‹ฐ

์•ˆ๋…•ํ•˜์„ธ์š” AI์™€ ๋น…๋ฐ์ดํ„ฐ ๋ถ„์„์— ์ง„์‹ฌ์ธ ํ•ดํ”ผAI ์ด์ง„๊ทœ์ž…๋‹ˆ๋‹ค.

[๊ฐ•์‚ฌ์•ฝ๋ ฅ]

์ด์ง„๊ทœ (Lee JinKyu)

ํ•ดํ”ผAI (Happy AI CEO)

์ƒ์„ฑ AI ๋ฐ ๋น…๋ฐ์ดํ„ฐ ๋ถ„์„ ๋ถ„์•ผ์˜ ์ตœ์‹  ํŠธ๋ Œ๋“œ, ์ธ์‚ฌ์ดํŠธ, ๊ธฐ์ˆ  ํ™œ์šฉ ๋ฐฉ๋ฒ•์„ ๊นŠ์ด ์žˆ๊ฒŒ ์ „๋‹ฌํ•ฉ๋‹ˆ๋‹ค.

 

๐ŸŽ’  ๊ฐ•์—ฐ ๋ฐ ์™ธ์ฃผ ๋ฌธ์˜

[email]๏ปฟ leejinkyu0612@naver.com

[Blog] ๐Ÿ“บhttps://blog.naver.com/leejinkyu0612

[YouTube] ๐Ÿ“บ https://www.youtube.com/@HappyAI_0612

[github] https://github.com/leejin-kyu/

[Homepage] https://happyaidata.kr

[H.P] 010-9973-2113

[kakao] jinkyu0612

 

๐Ÿ“˜ ํฌ๋ชฝ Prime ์ „๋ฌธ๊ฐ€(์ƒ์œ„ 2%)๐Ÿ“บhttps://kmong.com/gig/345782

 ์‚ผ์„ฑ์ „์ž, ์„œ์šธ๋Œ€, ๊ต์œก์ฒญ, ๊ฒฝ๊ธฐ์—ฐ๊ตฌ์›, ์‚ฐ๋ฆผ์ฒญ, ๊ตญ๋ฆฝ๊ณต์›๊ด€๋ฆฌ๊ณต๋‹จ, ์„œ์šธ์‹œ ๋“ฑ ๋‹ค์ˆ˜์˜ ์ •๋ถ€๊ธฐ๊ด€ ๋ฐ ๊ต์œก๊ธฐ๊ด€ ํ”„๋กœ์ ํŠธ ์ง„ํ–‰

์˜๋ฃŒ,์ปค๋จธ์Šค,์ƒํƒœ,๋ฒ•ํ•™,๊ฒฝ์ œ,์˜ˆ์ฒด๋Šฅ ๋“ฑ ๋‹ค์–‘ํ•œ ๋„๋ฉ”์ธ์˜ ์—ฐ๊ตฌ๊ฒฝํ—˜(์ด ์—ฐ๊ตฌ ํ”„๋กœ์ ํŠธ 200ํšŒ ์ด์ƒ ์ง„ํ–‰)

 

๐Ÿ“˜ Bio

- 2024.07~ ์ƒ์„ฑ AI ๋ฐ ๋น…๋ฐ์ดํ„ฐ ๋ถ„์„ ์ „๋ฌธ๊ธฐ์—… ํ•ดํ”ผAI ๋Œ€ํ‘œ

- 2023~ ํผ๋ธ”๋ฆญ ๋‰ด์Šค AI ์นผ๋Ÿผ๋‹ˆ์ŠคํŠธ(AIํŽธํ–ฅ ๋ฐ RAG์ฑ—๋ด‡ ์ „๋ฌธ)

- 2022. AI๋Œ€ํ•™์› ๋ฐ•์‚ฌ๊ณผ์ • ์ˆ˜๋ฃŒ(์ž์—ฐ์–ด์ฒ˜๋ฆฌ ๋ฐ LLM ์ „๊ณต)

- 2021~2023 AI/๋น…๋ฐ์ดํ„ฐ ์ „๋ฌธ ๊ธฐ์—… ์Šคํ…”๋ผ๋น„์ „ ๊ฐœ๋ฐœ์ž

- 2018~2021 ์ •๋ถ€์ถœ์—ฐ์—ฐ๊ตฌ๊ธฐ๊ด€ ์ž์—ฐ์–ด์ฒ˜๋ฆฌ/๋น…๋ฐ์ดํ„ฐ ๋ถ„์„ ์—ฐ๊ตฌ์› (์ธ๋ฌธ์‚ฌํšŒ๊ณผํ•™ ๋ฐ์ดํ„ฐ ์—ฐ๊ตฌ)

 

๐ŸŽ’Courses & Activities

 

2025

LLM/sLLM ์• ํ”Œ๋ฆฌ์ผ€์ด์…˜ ๊ฐœ๋ฐœ ๊ฐ•์˜-ํŒŒ์ธํŠœ๋‹, RAG, Agent ๊ธฐ๋ฐ˜ . KT(2025)

 

2024

Langchain ๋ฐ RAG ๋“ฑ LLM ํ”„๋กœ๊ทธ๋ž˜๋ฐ.์‚ผ์„ฑSDS(2024)

ChatGPT ๊ธฐ๋ฐ˜ ๋น…๋ฐ์ดํ„ฐ ๋ถ„์„ ์ž…๋ฌธ. ๋ ›์œ ์ธ์—๋“€ (2024)

์ธ๊ณต์ง€๋Šฅ ๊ธฐ์ดˆ ๋ฐ ๋ฐ์ดํ„ฐ ๋ถ„์„ ๊ธฐ์ดˆ ๊ฐ•์˜. ํ•œ๊ตญ์ง์—…๊ฐœ๋ฐœ์› (2024)

LLM ์‹ค๋ฌด์ž๋ฅผ ์œ„ํ•œ LLM์ด๋ก  ๋ฐ Langchain ๊ธฐ๋ฐ˜ RAG์ฑ—๋ด‡ ๊ฐœ๋ฐœ ๊ฐ•์˜. ์„œ์šธ๋””์ง€ํ„ธ ์žฌ๋‹จ (2024)

์‰ฝ๊ฒŒ ๋”ฐ๋ผํ•˜๋Š” LDA & ๊ฐ์„ฑ๋ถ„์„ ๋น…๋ฐ์ดํ„ฐ๋ถ„์„๋ฒ• with ChatGPT. ์ธํ”„๋Ÿฐ (2024)

ํŒŒ์ด์ฌ์„ ํ™œ์šฉํ•œ ํ…์ŠคํŠธ ๋ถ„์„ ๊ฐ•์˜. ์„œ์šธ๊ณผํ•™๊ธฐ์ˆ ๋Œ€ํ•™๊ต (2024)

๋žญ์ฒด์ธ(LangChain)์„ ํ™œ์šฉํ•œ LLM ์ฑ—๋ด‡ ๋งŒ๋“ค๊ธฐ(feat.ChatGPT). ์ธํ”„๋Ÿฐ (2024)

 

2023

ChatGPT๋ฅผ ํ™œ์šฉํ•œ ํŒŒ์ด์ฌ ๊ธฐ์ดˆ ๊ฐ•์˜. ๊ฒฝ๊ธฐ๋Œ€ํ•™๊ต (2023)

๋น…๋ฐ์ดํ„ฐ ์ „๋ฌธ๊ฐ€ ๊ณผ์ • ํŠน๊ฐ•. ๋‹จ๊ตญ๋Œ€ํ•™๊ต (2023)

๋น…๋ฐ์ดํ„ฐ ๋ถ„์„ ๊ธฐ์ดˆ ๊ฐ•์˜. ๋ ›์œ ์ธ์—๋“€ (2023)

 

 

๐Ÿ’ป Projects

LLM ๊ธฐ๋ฐ˜ ์‚ฐ๋ฆผ ๋ณต์› ๋น…๋ฐ์ดํ„ฐ ๋ถ„์„(๊ตญ๋ฆฝ์‚ฐ๋ฆผ๊ณผํ•™์›)

Private LLM ๊ธฐ๋ฐ˜ RAG ์ฑ—๋ด‡ ๋ชจ๋ธ ๊ตฌ์ถ• (ํ•œ๊ตญ์ „๋ ฅ๊ณต์‚ฌ)

AI ๊ธฐ๋ฐ˜ ๋น…๋ฐ์ดํ„ฐ ๋ถ„์„ ๊ธฐ๋ฒ•์„ ์ ์šฉํ•œ ์„ค๋ฌธ ๋ฐ์ดํ„ฐ ๋ถ„์„ (A์ •๋ถ€๊ธฐ๊ด€)

๋‚ด๋ถ€๋ง ์ „์šฉ PrivateLLM์„ ํ™œ์šฉํ•œ ํ…์ŠคํŠธ๋งˆ์ด๋‹ ์†”๋ฃจ์…˜ ๊ฐœ๋ฐœ (D ์ •๋ถ€๊ธฐ๊ด€)

๋น…๋ฐ์ดํ„ฐ ๋ถ„์„์„ ํ†ตํ•œ ํ•œ์šฐ์‹œ์žฅ ํŠธ๋ Œ๋“œ ๋ถ„์„ (์ดํ™”๋ธŒ๋ฆฌ์˜ค)

Instruction Tuning ๋ฐ ๊ฐ•ํ™”ํ•™์Šต(RLHF)์„ ํ†ตํ•œ LLM ๋ชจ๋ธ ๊ฐœ๋ฐœ (์„œ์šธ๋””์ง€ํ„ธ์žฌ๋‹จ)

AI ์–ธ์–ด๋ชจ๋ธ ๊ธฐ๋ฐ˜ ํ—ฌ์Šค์ผ€์–ด ์„œ๋น„์Šค์˜ ์‚ฌ์šฉ์ž ๋ฆฌ๋ทฐ ํ…์ŠคํŠธ ๋ถ„์„ (์‚ผ์„ฑ์ „์ž)

์ž์—ฐ์–ด ์ฒ˜๋ฆฌ ๊ธฐ์ˆ  ๊ธฐ๋ฐ˜ ํ…์ŠคํŠธ๋งˆ์ด๋‹์„ ํ™œ์šฉํ•œ ์—ฐ๊ตฌ๋™ํ–ฅ ๋ถ„์„ (ํ•œ๊ตญ๋Œ€๊ธฐํ™˜๊ฒฝํ•™ํšŒ)

AI ๋ชจ๋ธ kopatBERT ๊ธฐ๋ฐ˜ ํŠนํ—ˆ ๋…ผ๋ฌธ QA ๋ชจ๋ธ ๊ฐœ๋ฐœ (ํ•œ๊ตญ๊ธฐ์ˆ ๋งˆ์ผ“)

๋”ฅ๋Ÿฌ๋‹ ๊ธฐ๋ฐ˜ ํ† ํ”ฝ๋ชจ๋ธ๋ง์„ ํ™œ์šฉํ•œ ๋ฒ•ํ•™ ์„ค๋ฌธ ๋น…๋ฐ์ดํ„ฐ ๋ถ„์„ (์„œ์šธ๋Œ€ํ•™๊ต)

AI ๋ชจ๋ธ Word2Vec๊ณผ ๊ฐ์„ฑ๋ถ„์„์„ ์ ์šฉํ•œ ์„ค๋ฌธ ๋ฌธํ•ญ ๋น…๋ฐ์ดํ„ฐ ๋ถ„์„ (๊ฒฝ๊ธฐ์—ฐ๊ตฌ์›)

AI ๋ชจ๋ธ RNN ๊ธฐ๋ฐ˜ ๋ฆฌ๋ทฐ ์ธ์‚ฌ์ดํŠธ ์ถ”์ถœ ๋ฐ ๋ถ„์„ ํ”„๋กœ๊ทธ๋žจ ๊ฐœ๋ฐœ (์„œํดํ”Œ๋žซํผ)

๋น…๋ฐ์ดํ„ฐ๋ฅผ ํ™œ์šฉํ•œ 2022๋…„ ๊ตญ๋ฆฝ๊ณต์› ํƒ๋ฐฉ ํ‚ค์›Œ๋“œ ๋ถ„์„ (๊ตญ๋ฆฝ๊ณต์›๊ด€๋ฆฌ๊ณต๋‹จ)

์ด์™ธ์—๋„ ๋‹ค์ˆ˜์˜ ๊ณต๊ณต๊ธฐ๊ด€, ๊ธฐ์—…์ฒด์™€ ๊ฐœ์ธ์  ์˜๋ขฐ ๋“ฑ ์ด 200๊ฑด ์ด์ƒ ํ”„๋กœ์ ํŠธ ์ง„ํ–‰

 

๐Ÿ“– Publication

 [์ฃผ์š” ๋…ผ๋ฌธ ]

Improving Commonsense Bias Classification by Mitigating the Influence of Demographic Terms.2024.

Improving Generation of Sentiment Commonsense by Bias Mitigation" International Conference on Big Data and Smart Computing.2023.

์–ธ๋ก ๊ธฐ์‚ฌ ๋น…๋ฐ์ดํ„ฐ ๋ถ„์„์„ ํ†ตํ•œ ๋Œ€๊ทœ๋ชจ ์–ธ์–ด๋ชจ๋ธ์— ๋Œ€ํ•œ ๊ธฐ์ˆ  ์ธ์‹ ๋ถ„์„: ChatGPT ๋“ฑ์žฅ ์ „ํ›„๋ฅผ ์ค‘์‹ฌ์œผ๋กœ, 2024

์ž์—ฐ์–ด ์ฒ˜๋ฆฌ(NLP)๊ธฐ๋ฐ˜ ํ…์ŠคํŠธ๋งˆ์ด๋‹์„ ํ™œ์šฉํ•œ ์†Œ๋‚˜๋ฌด์— ๋Œ€ํ•œ ๊ตญ๋‚ด์™ธ ์—ฐ๊ตฌ๋™ํ–ฅ(2001โˆผ2020)๋ถ„์„ | ๋†์—…์ƒ๋ช…๊ณผํ•™์—ฐ๊ตฌ | 2022

์ˆฒ๊ธธ์— ๋Œ€ํ•œ 10 ๋…„๊ฐ„์˜ ์–ธ๋ก  ์ธ์‹๋ถ„์„-ํ…์ŠคํŠธ ๋งˆ์ด๋‹ ๋ถ„์„์„ ์ค‘์‹ฌ์œผ๋กœ | ์‚ฐ๋ฆผ๊ฒฝ์ œ์—ฐ๊ตฌ | 2021

์ด์™ธ์—๋„ ํƒ€ ๋ถ„์•ผ์—์„œ ๋‹ค์ˆ˜์˜ ํ•™์ˆ ๋…ผ๋ฌธ, ํ•™์ˆ ๋ฐœํ‘œ, ์—ฐ๊ตฌ๋ณด๊ณ ์„œ ๋“ฑ์˜ ์„ฑ๊ณผ ์ฐฝ์ถœ

Others

Python์„ ํ™œ์šฉํ•œ ๋ฐ์ดํ„ฐ๋ถ„์„ ๋ฐ ์‹œ๊ฐํ™”

LLM์„ ํ™œ์šฉํ•œ ๋ฐ์ดํ„ฐ๋ถ„์„

ChatGPT์™€ LangChain,Agent์„ ํ™œ์šฉํ•œ ์—…๋ฌด ์ƒ์‚ฐ์„ฑ ํ–ฅ์ƒ

Courses

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    jclee4829

    ยท

    LLM Basics to Latest RAGยทLangChain: Master LLM Fundamentals in Just 5 Hours!
    LLM Basics to Latest RAGยทLangChain: Master LLM Fundamentals in Just 5 Hours!

    I recommend this course because it explains things in an easy-to-understand way

  • Thumbnail image of the LLM Basics to Latest RAGยทLangChain: Master LLM Fundamentals in Just 5 Hours!

    eunjong1803

    ยท

    LLM Basics to Latest RAGยทLangChain: Master LLM Fundamentals in Just 5 Hours!
    LLM Basics to Latest RAGยทLangChain: Master LLM Fundamentals in Just 5 Hours!

    ๐Ÿ˜Š

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    90-Minute Complete Guide: From LLM Agent Basics to Practice โ€“ Learning AI Agents Through Hands-on Experience
    90-Minute Complete Guide: From LLM Agent Basics to Practice โ€“ Learning AI Agents Through Hands-on Experience

    The compact lecture format was good, but it was also disappointing that detailed explanations were inevitably lacking due to this approach.

  • Thumbnail image of the Creating Custom LLMs: From Basic RAG Concepts to MultimodalยทAgent Practice for Beginners

    ycm78122615

    ยท

    Creating Custom LLMs: From Basic RAG Concepts to MultimodalยทAgent Practice for Beginners
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    I understand the concepts of RAG and Vector.

  • Thumbnail image of the First Time Creating Custom LLMs โ€“ LoRA & QLoRA Fine-tuning Introduction

    kyoungjalee3185

    ยท

    First Time Creating Custom LLMs โ€“ LoRA & QLoRA Fine-tuning Introduction
    First Time Creating Custom LLMs โ€“ LoRA & QLoRA Fine-tuning Introduction

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