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Daehyun-Bigbread/README.md

โšพ About me!

๐ŸŽถ Maxx Power & Carte Blanq - Checo (Sergio Perez) ๐Ÿ ๐ŸŽ ๐Ÿ’จ

Passionate about leveraging AI & Data to unlock new possibilities & create a better, more connected world.

๐ŸŒฑ Career

๐Ÿ›๏ธ Kakaostyle (์นด์นด์˜ค์Šคํƒ€์ผ)
2025.07. ~ 2025.10.
Data Quality Assurance (Vision & NLP) | Data Construction, validate & evaluation for improving data quality of Zigzag Recommendation Model.

๐Ÿง‘โ€๐Ÿ’ป Google Developer Groups, GDG Campus Korea
2025.01. ~ present | Community Organizer

๐ŸŽ“ Hankuk University of Foreign Studies (HUFS)
2020.03. ~ Present
Major: Computer Engineering | Minor: Data Science

โ›…๏ธ KakaoTech Bootcamp 1st (in Pangyo)
2024.07. ~ 2024.12.
Gen AI Process | AI Model & Data Pipeline Construction, API Development

๐Ÿค– JRC Company
2016.12. ~ 2018.07.
Robotics Engineer | Arduino, circuit design and fabrication, Part Modeling

๐Ÿ“‹ Projects & Research

Name Position & Role Duration Organizer
"Catch-Ping" ๊ฐœ์ธ ์‚ฌ์šฉ์ž ๋งž์ถคํ˜• ์Šค๋งˆํŠธ ๋‹ค์ด๋‹ ํ”Œ๋žซํผ ๊ฐœ์ธ ๋งž์ถคํ˜• ์‹๋‹น ์ถ”์ฒœ์‹œ์Šคํ…œ ๊ฐœ๋ฐœ (AI) & Infra ์„ค๊ณ„, ๊ตฌ์ถ• (AWS) 25.01 ~ 25.04 goorm (ํ”„๋กœํŽ™ํŠธ ํ’€์Šคํƒ ํ”„๋กœ์ ํŠธ ๊ณผ์ • 1ํšŒ์ฐจ)
"Pitching" AI ๊ธฐ๋ฐ˜ ์‹ค์‹œ๊ฐ„ ๋ฐœํ‘œ ํ”ผ๋“œ๋ฐฑ & ์ปค๋ฎค๋‹ˆ์ผ€์ด์…˜ ํ”Œ๋žซํผ Lead (PM), AI (CV & VLM Prompt Engineering) & Data ์ฒ˜๋ฆฌ ํŒŒ์ดํ”„๋ผ์ธ ๊ตฌ์ถ• ๋ฐ API ๊ฐœ๋ฐœ 24.09 ~ 24.12 kakao x Goorm - kakaotech Bootcamp
"Golla Golla" ๊ฐœ์ธ ๋งž์ถคํ˜• E-commerce Platform ์•™์ƒ๋ธ” ๊ธฐ๋ฐ˜ ์ถ”์ฒœ ๋ชจ๋ธ, ๊ฒ€์ƒ‰์—”์ง„ ๋ฐ API ๊ฐœ๋ฐœ 24.06 ~ 24.09 kakao x Goorm - kakaotech Bootcamp
"TEMU" ์ƒ์„ฑํ˜• AI ๊ธฐ๋ฐ˜ ๊ต์œก์šฉ ๋™์š” ์ œ๊ณต ์„œ๋น„์Šค Lead, LLM & ๋…ธ๋ž˜ ์ƒ์„ฑ ๋ชจ๋ธ API ๊ฐœ๋ฐœ 24.09 kakao x Goorm - kakaotech Bootcamp (ํ•ด์ปคํ†ค)
"Investing Mapping 101" - NLP ๊ธฐ๋ฐ˜ ํˆฌ์ž ์ง€์› ํ”Œ๋žซํผ Prompt Engineering & Dataset ์ˆ˜์ง‘ ๋ฐ ์ฒ˜๋ฆฌ ํŒŒ์ดํ”„๋ผ์ธ, FE & UI/UX ๊ฐœ๋ฐœ 23.06 ~ 24.08 ๊ณผํ•™๊ธฐ์ˆ ์ •๋ณดํ†ต์‹ ๋ถ€, ํ•œ๊ตญ๋ฐ์ดํ„ฐ์‚ฐ์—…์ง„ํฅ์›, ํ•œ๊ตญ์™ธ๊ตญ์–ด๋Œ€ํ•™๊ต
Design and Implementation of a Parallel Multimodal Input-Based Behavior Feedback System for Online Presentation Behavior Analysis Fisrt Author, Korea Software Congress 2025 (KSC2025) 25.10 ~ 25.12 KSC2025 at Yeosu Expo Convention Center, Yeosu, Korea Republic (Dec.16-Dec.19, 2025)
Visualization of the Industry Through Keywords & Sensitivity Analysis Fisrt Author, National Conference on Advanced Engineering and ICT-Convergence (NCAEIC 2023) 23.10 ~ 23.12 ICT-AES & KSF at Hotel The One, Jeju Island, Korea Republic (Nov.30-Dec.2, 2023)

โญ Activities

Organization/Team Position Duration Key Activities/Contributions
Google Developers Group Organizer 25 ~ Present GDG Organizer, Campus korea
AUSG (AWSKRUG University Student Group) 9th Member 25 ~ Present AWS, Cloud
AUSGCON 2025 : GROWTH Speaker 25.09 Topic: How We Grow. Code, Grow, Connect with Community
PyCon Korea 2025 Speaker 25.08 Topic: "VLM, let's meet LLM with eyes!"
PyCon Korea 2024 Speaker 24.10 Topic: "Analyzing Financial Data with AI & Python using NLP"
SW/AI University Global Talent Training Program Participant 23.11 Training programs in Nanyang Technical University, National University of Singapore, Hanoi University of Science and Technology
DAT (Data Analysis Academy) ML Team 23.09 ~ 23.12 Capstone project: Predicting transaction prices of top 5 Korean apartment brands using ML
Passion & Pioneer Academic Society of Computer Engineering (PnP) Organizer 20.03 ~ 26.08 regulator (24.03 ~ 25.07), AI team Lead (23 ~ 24.02), Cloud Squad Lead (25.03 ~ 11)

๐Ÿ† Awards

Award Issued by Date Details/Location
2nd Award (์ตœ์šฐ์ˆ˜์ƒ) Kakaotech BootCamp [Kakao Corp. x Goorm] 24.12.13 AWS ๋ถ€ํ•˜ํ…Œ์ŠคํŠธ ๋Œ€ํšŒ ํ† ๋„ˆ๋จผํŠธ
Grand Award (๋Œ€์ƒ) Seoul AI Hub X MODULABS (๋ชจ๋‘์˜์—ฐ๊ตฌ์†Œ) 24.02.23 2024 AI/SW Start-up Job Fair
Best-paper Award (Best ๋…ผ๋ฌธ์ƒ) NCAEIC-2023 (ICT-AES, KSF) 23.11.30 ~ 23.12.02 Hotel The One, Jeju Island, Korea. for "Investing Mapping 101: Visualization of the Industry through Keywords & Sensitivity Analysis"
Excellence Award (์šฐ์ˆ˜์ƒ, 3rd) HUFS Summer Hackathon (GDSC HUFS & TAB, AI Education Center of HUFS(AI ๊ต์œก์›)) 24.06.28 ~ 24.06.29 24 HUFS Summer Hackathon
Capstone Project Research Award (์บก์Šคํ†ค ์šฐ์ˆ˜์ƒ) HUFS Data Analysis Academy (DAT), HUFS School of Economics and Business (ํ•œ๊ณก์™ธ๊ตญ์–ด๋Œ€ํ•™๊ต ๊ฒฝ์ƒ๋Œ€ํ•™) 23.12.11 Capstone project research recognition
Bronze Award (4th) International Robot Olympiad (IROC-๊ตญ์ œ๋กœ๋ด‡์˜ฌ๋ฆผํ”ผ์•„๋“œ ์œ„์›ํšŒ) 17.08.05 ~ 17.08.06 DDC Convention Center, Daejeon, Korea
Creative Concept Award The 4th Australian Robotics Challenge (Griffith University, Google Australia, Australia Robotics Association) 17.10.26 ~ 17.10.27 Griffith University Gold Coast Campus, Brisbane, Australia

๐Ÿ“ Papers

  • "Investing Mapping 101: Visualization of the Industry through Keywords & Sensitivity Analysis" - National Conference on Advanced Engineering and ICT-Convergence 2023 (NCAEIC-2023), organized by ICT-AES and KSF at Hotel The One, Jeju Island, Korea Republic (Nov. 30 - Dec. 2, 2023)
  • "Predicting Actual Transaction Prices of Top 5 Korea Apartment Brands Using ML" - Conference Capstone Project Presentation, organized by HUFS Data Analysis Academy DAT, HUFS School of Economics and Business (Dec. 07, 2023)

๐Ÿ–ฅ๏ธ Skills

Category Tech
AI & BE Python FastAPI Anaconda PyTorch OpenCV Mediapipe Scikit-learn langchain Gemini NumPy Pandas Pydantic
Cloud & Infra Docker AWS Sentry MongoDB Git Prometheus Grafana GitHub GitHub Actions
etc Notion Discord Jira Slack Gmail Figma LinkedIn Markdown Arduino

๐ŸŒฑ Github Stats

SOKURI's github stats Solved.ac Profile

Pinned Loading

  1. All-in-one-move/AIM-14-AI-VLM All-in-one-move/AIM-14-AI-VLM Public

    kakaotech - AI ๊ธฐ๋ฐ˜ ์‹ค์‹œ๊ฐ„ ๋ฐœํ‘œ ํ”ผ๋“œ๋ฐฑ & ์ปค๋ฎค๋‹ˆ์ผ€์ด์…˜ ํ”Œ๋žซํผ Pitching์˜ AI ๊ธฐ๋ฐ˜ ๋ฐœํ‘œ ์˜์ƒ(ํ–‰๋™)์ฒ˜๋ฆฌ (CV & VLM) ๋ฐ ํ”ผ๋“œ๋ฐฑ ์—”์ง„์˜ Repo ์ž…๋‹ˆ๋‹ค

    Python 3 1

  2. Catch-Ping-RecSys Catch-Ping-RecSys Public

    Forked from Trinity-goorm/TRI-AI

    ์‚ฌ์šฉ์ž ๋งž์ถคํ˜• ์‹๋‹น ์ถ”์ฒœ๊ณผ ํšจ์œจ์ ์ธ ์˜ˆ์•ฝ ๋ฐ ์•Œ๋ฆผ ์„œ๋น„์Šค๋ฅผ ์ œ๊ณตํ•˜๋Š” ์Šค๋งˆํŠธ ๋‹ค์ด๋‹ ํ”Œ๋žซํผ์ธ Catch-Ping์˜ ์‹๋‹น RecSys(์ถ”์ฒœ์‹œ์Šคํ…œ) repo ์ž…๋‹ˆ๋‹ค.

    Python 1

  3. goorm-llm-RAG goorm-llm-RAG Public

    ์›Œํ‚คํ”ผ๋””์•„ ๋ฐ์ดํ„ฐ ๊ธฐ๋ฐ˜ LLM ์„œ๋น„์Šค ๊ตฌ์ถ• (KorQuAD 1.0 ๋ฐ์ดํ„ฐ์…‹, RAG & Langchain)

    Python

  4. Kakaotech-18-Ecommerce/Kakaotech-18-AI Kakaotech-18-Ecommerce/Kakaotech-18-AI Public

    kakaotech - ๊ฐœ์ธ ๋งž์ถคํ˜• ์‡ผํ•‘ ๊ฒฝํ—˜์„ ์ œ๊ณตํ•˜๋Š” E-commerce Platform GollaGolla์˜ ResSys (์ถ”์ฒœ ์‹œ์Šคํ…œ) Repo ์ž…๋‹ˆ๋‹ค.

    Python 3 1

  5. M.U.T.E-AI M.U.T.E-AI Public

    Forked from Kakao-Goormton-MusicGen/M.U.T.E-AI

    Kakao x goorm (KTB hackton) ์•„๋™ ๊ต์œก์šฉ ์Œ์› ์ž๋ฃŒ ์ƒ์„ฑ ์„œ๋น„์Šค AI Repo

    Python

  6. IOEX-CODE_ME IOEX-CODE_ME Public

    Forked from GDGCampusKorea/IOEX-CODE_ME

    2025 I/O Extended: CODE:ME - ๊ฐœ๋ฐœ์ž ํผ์Šค๋„ ๋ธŒ๋žœ๋”ฉ with AI | https://event-us.kr/gdgcampuskorea/event/107563

    Jupyter Notebook