PyCon.KR 2024에서 "인공지능과 파이썬으로 금융 데이터 분석해보기 with 자연어처리 (NLP)" 라는 주제로 진행한 세션 영상입니다.
![인공지능과 파이썬으로 금융 데이터 분석해보기 with 자연어처리 (NLP) - 김대현 [PyCon.KR 2024]](https://img.youtube.com/vi/pCO04CtCl6c/0.jpg)
🎓 Hankuk University of Foreign Studies (HUFS)
2020.03. ~ Present
Major: Computer Engineering | Minor: Data Science🎓 Griffith University (Gold Coast Campus)
2017.10. Engineering Tech | Visiting Student⛅️ KakaoTech Bootcamp 1st (in Pangyo)
2024.07. ~ 2024.12.
Gen AI Process | AI Model & Data Pipeline Construction, API Development🧑💻 Google Developer Groups Korea, GDG Korea
2024.01. ~ present.🐤 Moduai Lab (MODULABS)
2024.03. ~ 2024.11.
Researcher | Medical Moe & Multimodal (VLM)🤖 JRC Company
2016.12. ~ 2018.07.
Robotics Engineer | Arduino, circuit design and fabrication, Part Modeling
| Name | Position & Role | Duration | Organizer |
|---|---|---|---|
| "Pitching" AI 기반 실시간 발표 피드백 & 커뮤니케이션 플랫폼 | Lead (PM), AI (CV & VLM Prompt Engineering) & Data 처리 파이프라인 구축 및 API 개발 | 2024.09 ~ 2024.12 | kakao x Goorm - kakaotech Bootcamp |
| "Golla Golla" 개인 맞춤형 E-commerce Platform | 추천시스템(RecSys) Model 개발 & 검색엔진 및 API 개발 | 2024.06 ~ 2024.09 | kakao x Goorm - kakaotech Bootcamp |
| "TEMU" 생성형 AI 기반 교육용 동요 제공 서비스 | Lead, LLM & 노래 생성 모델 API 개발 | 2024.09 | 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 | 2023.06 ~ 2024.08 | 과학기술정보통신부, 한국데이터산업진흥원, 한국외국어대학교 |
| "Yum yum" AI 기반 식단 관리 서비스 | AI (CV - 컴퓨터비전) & BE 파이프라인 구축 | 2023.12 ~ 2024.02 | [Seoul AI Hub x MODULABS] SW & AI 개발자 양성교육 |
| Visualization of the Industry Through Keywords & Sensitivity Analysis | 논문 1저자로 발표 (NCAEIC-2023) | 2023.10 ~ 2023.12 | ICT-AES & 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 | 부동산 매매 데이터, 경제지표 수집 & One-Hot Encoding 을 이용한 모델 성능 평가 | 2023.09 ~ 2024.12 | 한국외국어대학교 경상대학, 데이터분석학회 DAT |
| Award | Issued by | Date | Details/Location |
|---|---|---|---|
| 2nd Award (최우수상) | Kakaotech BootCamp [Kakao Corp. x Goorm] | 2024.02.23 | AWS 부하테스트 대회 토너먼트 |
| Grand Award (대상) | Seoul AI Hub X MODULABS (모두의연구소) | 2024.02.23 | 2024 AI/SW Start-up Job Fair |
| Best-paper Award (Best 논문상) | NCAEIC-2023 (ICT-AES, KSF) | 2023.11.30 ~ 2023.12.02 | Hotel The One, Jeju Island, Korea |
| Excellence Award (우수상, 3rd) | HUFS Summer Hackathon (GDSC HUFS & TAB, AI Education Center of HUFS(AI 교육원)) | 2024.06.28 ~ 2024.06.29 | 2024 HUFS Summer Hackathon |
| Capstone Project Research Award (캡스톤 우수상) | HUFS Data Analysis Academy (DAT), HUFS School of Economics and Business (한곡외국어대학교 경상대학) | 2023.12.11 | Capstone project research recognition |
| Bronze Award (4th) | International Robot Olympiad (IROC-국제로봇올림피아드 위원회) | 2017.08.05 ~ 2017.08.06 | DDC Convention Center, Daejeon, Korea |
| Creative Concept Award | The 4th Australian Robotics Challenge (Griffith University, Google Australia, Australia Robotics Association) | 2017.10.26 ~ 2017.10.27 | Griffith University Gold Coast Campus, Brisbane, Australia |
| Organization/Team | Position | Duration | Key Activities/Contributions |
|---|---|---|---|
| Google Developers Group | Organizer, Staff | 2024 ~ Present | GopherCon Korea 2024 Organizer (GDG Golang Korea), Speaker Management, Build with AI (GDG Campus Korea) Staff |
| PyCon 2024 | Speaker | 2024.10 | Topic: "Analyzing Financial Data with AI & Python using NLP" |
| YOUTHCON'24 | Speaker | 2024.08 | Topic: "Growth from Reckless Challenges" |
| ICT-Advanced Engineering Society (ICT-AES) | Participant (Member) | 2023.12 | National Conference on Advanced Engineering and ICT-Convergence (NCAEIC-2023) |
| SW/AI University Global Talent Training Program | Participant | 2023.11 | Training programs in Nanyang Technical University, National University of Singapore, Hanoi University of Science and Technology |
| DAT (Data Analysis Academy) | ML Team Member | 2023.09 ~ 2023.12 | Capstone project: Predicting transaction prices of top 5 Korean apartment brands using ML |
| Team FindAlpha | Member | 2023.06 ~ 2023.08 | Deep learning NLP projects, participated in "Mapping 101 Service" development with Ministry of Science, ICT & Kdata |
| Passion & Pioneer Academic Society of Computer Engineering (PnP) | Organizer | 2020 ~ Present | Led AI study team (2023 ~ 2024.02), participated in AI and Data Science study groups (2020 ~ 2021) |
- "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)
| Category | Tech |
|---|---|
| AI & BE |
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| Cloud & Infra |
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| FE |
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| etc |
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