Jun-Yu Wu
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Jun-Yu Wu (Jeremy)

GenAI Research Assistant, Senior Student @NTPU, Tech-Driven Business Talent
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About Me

Tech-Driven
Business Talent

About me:
I am a technology-driven business talent with a strong research background and hands-on experience in Generative AI, product development, and project management. My expertise lies in bridging cutting-edge technology with real-world applications, transforming research insights into scalable, user-centric products.

Education:
Bachelors of Buisness Administration -BBA, Leisure and Sport Management
National Taipei Universsity 2021 - 2025
Grade: GPA: 3.72/4.0 (Last 60 4.0/4.0)

Skills

Gen AI & LLMs

90%

Project / Product management

90%

Stakeholder Communication & Market Analysis

85%

Cross-team Collaboration & Leadership

95%

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My Resume

Experience

2024 - Now

Research Assistant
GenAI-Driven RAG Dialogue System

ABC-ATEC Electronics Group

  • Developed an industrial-grade multimodal AI system for corporate training and process automation.
  • Designed a private RAG system to improve knowledge retrieval efficiency.
  • Reduced AI workflow latency by 40%, enhancing real-time communication and automation.
2024 - 2025

Research Assistant
GenAI-Driven ESG Report Generation

Industrial Technology Research Institute (ITRI)

  • Built an AI-driven ESG report generation workflow using Generative AI, RAG, and fine-tuned models.
  • Automated sustainability reporting for improved compliance and consistency with international standards.
  • Collaborated with cross-functional teams to deliver solutions on schedule.
2024 - 2025

Minister of Public Relations
Core Team Member

Google Developer Groups on Campus NTPU

  • Secured NT$350,000 in sponsorships (1,650% of initial KPI), significantly expanding club resources.
  • Coordinated and hosted 10+ tech events, attracting 500+ participants.
  • Forged partnerships with industry, including Appier Corporate Visit and PM Round Table.
2024 - Now

Teaching Assistant

National Taipei University

  • Guided 40+ students in Python programming for accounting and financial data analysis.
  • Covered key libraries: Pandas, NumPy, Matplotlib, Scikit-Learn.
  • Delivered course fully in English; received positive student feedback.
2022 - 2023

Marketing Core Team Member

RUN TO FLY Marathon

  • Initiated the first family category and designed interactive checkpoint challenges.
  • Attracted 700+ participants; grew event’s social media to 2,700+ followers.
  • Achieved a total event reach of 180,000+ people through creative online campaigns.
2021 - 2023

Chief Director of Planning & Marketing

National Music Competition - Best-Win Award

  • Organized one of Taiwan’s top three university music competitions with 250+ teams.
  • Planned and executed the Bei Yun Music Festival, collaborating with 60+ vendors and attracting 3,000+ attendees.
  • Managed event marketing, media, and on-site operations from end to end.
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AI Multimodal Dialogue System

Python GenAI RAG
Presentation Cover Page
Presentation to the industrial employee about our system.
Live DEMO our system to the industrial employee.

Project Summary: Developed for industrial training automation; achieved 40% latency reduction and scalable deployment.

MAITOD 2.0 Poster
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GenAI-Driven ESG Report Generation (ITRI & NTPU)

Python GenAI ESG
自動化產製 ESG 報告工具介面

Project Summary: Developed a generative AI-driven ESG reporting system for automated compliance.

GitHub
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IEEE IRI 2025 (Accepted)

Paper Conference
IEEE IRI 2025 Accepted Paper

Summary: Upcoming presentation at IEEE IRI 2025 on （論文主題/標題簡短說明）. Accepted as full paper, to be presented in 2025.

Conference Website
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MSNDS/ASONAM 2024 Presentation

Conference Presentation Italy
ASONAM 2024, Conference Venue in Italy

Summary: Presented research on generative AI at ASONAM 2024 and MSNDS Workshop in Italy. (可放簡要講稿/簡介)

Conference Website
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NTCIR-18 MedNLP-Chat (Tokyo, Japan)

Paper Presentation Award
NTCIR-18, National Institute of Informatics, Tokyo

Summary: Published and presented at NTCIR-18 MedNLP-Chat track. Received Best Presentation Award (如有) and engaged in cross-country team collaboration.

NTCIR-18 Official
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NTCIR-18 FinArg2 (Tokyo, Japan)

Paper Presentation
NTCIR-18, Tokyo Conference Venue

Summary: Published and presented a paper in the FinArg2 subtask of NTCIR-18, Tokyo, as the first author.

NTCIR-18 Official
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ICIM 2025 (Host & Third Author)

Conference Host Paper
ICIM 2025, Conference Hosting & Paper Presentation

Summary: Will serve as conference host and present as third author at ICIM 2025.

ICIM Official
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HoopUp - Basketball APP

Flutter App Dev
球隊管理、賽事日曆和即時成績功能

Project Summary: A campus basketball management app connecting teams, schedules, and results for National Taipei University.

GitHub
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CrediPick - Creditcard AI-assistant

Python AI Chatbot
自動推薦最優惠信用卡的 AI 助理

Project Summary: An AI-based assistant that recommends the best credit card for every purchase scenario, maximizing customer rewards.

Website
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GDSC-NTPU LineBot

Node.js LINE Bot Automation
社群自動問答、活動查詢和提醒功能

Project Summary: Developed a LINE chatbot for club community automation, event reminders, and Q&A at National Taipei University.

GitHub
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NovaPet - Virtual Pet Chrome Extension

JavaScript Chrome Extension AI
AI 虛擬寵物陪伴，Chrome 上的個人化互動

Project Summary: Designed and developed an AI-driven virtual pet Chrome extension for daily companionship and productivity reminders.

Website
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Run To Fly Marathon

Event Marketing
親子互動闖關、700名參與者

Project Summary: Marketing core team, expanded social media presence and event scale.

Jun-Yu Wu

National Taipei University

+886 988307166

junyuwu8855@gmail.com

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