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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

🗃️ MegazoneSoft (메가존소프트)
2026.02. ~ present.
AI, Cloud Architect | Google Cloud Platform (GCP) Tech Solutions Architect

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

🧑‍💻 Google Developer Groups, GDG Campus Korea
2025.01. ~ Present.
Community Organizer | Planning & Operation of Google Global Developer Campaign in Korea

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

⛅️ Kakaotech Bootcamp 1st (Pangyo, kakao corp)
2024.07. ~ 2024.12.
Generative AI | AI Model & Data Pipeline Construction, API Development

👀 Interests

☁️ Cloud Native, AI Engineering & Ops (LLM, RAG)
🛠️ ML Platform Engineering
😗 Developer Relations
🙏 believe technology makes new possibilities

Category Stacks
🤖 AI & BE Python FastAPI Anaconda PyTorch OpenCV Mediapipe Scikit-learn langchain MLflow
☁️ Cloud & Infra Docker AWS Sentry MongoDB Git Prometheus Grafana GitHub Actions
🧩 Tools Notion Jira Slack Figma Markdown

⭐ Activities

Session Date etc
우리가 성장하는 방법. Code, Grow, Connect with 커뮤니티 (AUSGCON 2025 : GROWTH) 25.09.13. Youtube
VLM, 눈 달린 LLM을 만나보자! (Pycon Korea 2025) 25.08.16. Youtube
참견도 능력이다. 제너럴 엔지니어가 각광받는 개발 세상 (GDGoC HUFS, Invitation Session) 25.07.28. Youtube
인공지능과 파이썬으로 금융 데이터 분석해보기 with 자연어처리 (NLP) (Pycon Korea 2024) 24.10.26. Youtube
무모한 도전으로부터 얻은 성장 (YOUTHCON'24) 24.08.31. Page
Club Desc Role Period
AUSG AWS(AWSKRUG) Community for Student Developers 9th Member 25.08 ~
LG Aimers LG Group's AI Expert Training Program 8th Member 26.01 ~
PnP Academic Club of Computer Engineering in HUFS Regulator (ML, Cloud) 20.03 ~ 25.11

📋 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)

🏆 Awards

Award Issued by Date Details/Location
2nd Award (최우수상) Kakaotech BootCamp [Kakao Corp. x Goorm] 24.12.13 AWS 부하테스트 대회 토너먼트
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"
participation Prize (장려상 - 학부생부분) Korea Software Congress 2025 (KSC2025) 25.12.16 ~ 25.12.19 Yeosu Expo Convention Center, Yeosu, Korea Republic. for "Design and Implementation of a Parallel Multimodal Input-Based Behavior Feedback System for Online Presentation Behavior Analysis”"
Grand Award (대상) Seoul AI Hub X MODULABS (모두의연구소) 24.02.23 2024 AI/SW Start-up Job Fair
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

  • "Design and Implementation of a Parallel Multimodal Input-Based Behavior Feedback System for Online Presentation Behavior Analysis" - Korea Software Congress 2025 (KSC2025), organized by Korean Institute of Information Science and Engineers, Yeosu, Korea Republic (Dec. 16 - Dec. 19, 2025)
  • "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)

🌱 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 4 1

  2. RAG-QA-pipeline-GCP RAG-QA-pipeline-GCP Public

    문서 기반 질의응답에서 LLM의 hallucination을 탐지하고, 여러 모델의 응답 신뢰성을 정량적으로 비교 평가하는 파이프라인 with Google Cloud

    Python 3

  3. 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

  4. goorm-llm-RAG goorm-llm-RAG Public

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

    Python

  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. RAG-QnA-Eval-Lab/policy-pass-infra-aws RAG-QnA-Eval-Lab/policy-pass-infra-aws Public

    청년정책 RAG QA 시스템 Policy Pass의 AWS 인프라를 관리하는 레포지토리입니다. AWS(Online Serving)에서 인덱스를 로드하여 실시간 검색, LLM 응답, UI 서빙을 담당합니다.

    Shell 1 1