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Daehyun-Bigbread/README.md

⚾ About me!

🎶 Maxx Power & Carte Blanq - Checo (Sergio Perez) 🏁 🏎 💨

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

🌱 Career

🛍️ Kakaostyle (카카오스타일)
2025.07. ~ 2025.10.
Data Quality Assurance (Vision & NLP) | Data Construction, validate & evaluation for improving data quality of Zigzag Recommendation Model.

🧑‍💻 Google Developer Groups, GDG Campus Korea
2025.01. ~ present | Community Organizer

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

⛅️ KakaoTech Bootcamp 1st (in Pangyo)
2024.07. ~ 2024.12.
Gen AI Process | AI Model & Data Pipeline Construction, API Development

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

📋 Projects & Research

Name Position & Role Duration Organizer
"Catch-Ping" 개인 사용자 맞춤형 스마트 다이닝 플랫폼 개인 맞춤형 식당 추천시스템 개발 (AI) & Infra 설계, 구축 (AWS) 25.01 ~ 25.04 goorm (프로펙트 풀스택 프로젝트 과정 1회차)
"Pitching" AI 기반 실시간 발표 피드백 & 커뮤니케이션 플랫폼 Lead (PM), AI (CV & VLM Prompt Engineering) & Data 처리 파이프라인 구축 및 API 개발 24.09 ~ 24.12 kakao x Goorm - kakaotech Bootcamp
"Golla Golla" 개인 맞춤형 E-commerce Platform 앙상블 기반 추천 모델, 검색엔진 및 API 개발 24.06 ~ 24.09 kakao x Goorm - kakaotech Bootcamp
"TEMU" 생성형 AI 기반 교육용 동요 제공 서비스 Lead, LLM & 노래 생성 모델 API 개발 24.09 kakao x Goorm - kakaotech Bootcamp (해커톤)
"Investing Mapping 101" - NLP 기반 투자 지원 플랫폼 Prompt Engineering & Dataset 수집 및 처리 파이프라인, FE & UI/UX 개발 23.06 ~ 24.08 과학기술정보통신부, 한국데이터산업진흥원, 한국외국어대학교
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)

⭐ 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)

🏆 Awards

Award Issued by Date Details/Location
2nd Award (최우수상) Kakaotech BootCamp [Kakao Corp. x Goorm] 24.12.13 AWS 부하테스트 대회 토너먼트
Grand Award (대상) Seoul AI Hub X MODULABS (모두의연구소) 24.02.23 2024 AI/SW Start-up Job Fair
Best-paper Award (Best 논문상) 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 (우수상, 3rd) HUFS Summer Hackathon (GDSC HUFS & TAB, AI Education Center of HUFS(AI 교육원)) 24.06.28 ~ 24.06.29 24 HUFS Summer Hackathon
Capstone Project Research Award (캡스톤 우수상) HUFS Data Analysis Academy (DAT), HUFS School of Economics and Business (한곡외국어대학교 경상대학) 23.12.11 Capstone project research recognition
Bronze Award (4th) International Robot Olympiad (IROC-국제로봇올림피아드 위원회) 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

📝 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)

🖥️ 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

🌱 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 기반 실시간 발표 피드백 & 커뮤니케이션 플랫폼 Pitching의 AI 기반 발표 영상(행동)처리 (CV & VLM) 및 피드백 엔진의 Repo 입니다

    Python 3 1

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

    Forked from Trinity-goorm/TRI-AI

    사용자 맞춤형 식당 추천과 효율적인 예약 및 알림 서비스를 제공하는 스마트 다이닝 플랫폼인 Catch-Ping의 식당 RecSys(추천시스템) repo 입니다.

    Python 1

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

    워키피디아 데이터 기반 LLM 서비스 구축 (KorQuAD 1.0 데이터셋, RAG & Langchain)

    Python

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

    kakaotech - 개인 맞춤형 쇼핑 경험을 제공하는 E-commerce Platform GollaGolla의 ResSys (추천 시스템) Repo 입니다.

    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) 아동 교육용 음원 자료 생성 서비스 AI Repo

    Python

  6. IOEX-CODE_ME IOEX-CODE_ME Public

    Forked from GDGCampusKorea/IOEX-CODE_ME

    2025 I/O Extended: CODE:ME - 개발자 퍼스널 브랜딩 with AI | https://event-us.kr/gdgcampuskorea/event/107563

    Jupyter Notebook