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研究員 林孟洲 博士

• Email: mengjou@nycu.edu.tw
• 聯絡電話:(03) 5712121 ext.52488

AI轉型長 數位教學

我深信,生成式 AI 技術將在未來幾年內徹底改變每個行業和組織。

作為校內 AI 驅動的數位教學轉型計劃的制定者之一,我負責推動這一領域的AI技術架構和開發工作。我們專注於三個高價值課程領域:半導體學程、醫學教學和 AI 應用。我們的主要目標之一是與校內優秀教授和研究人員合作,開發教學專用的大語言模型引擎、AI 教學及學習平台,以及融合文字、語音、影像及虛擬空間的 AI 教學工具。這些創新將幫助教育者更有效地準備課程和教學內容,從而徹底改變教學和學習體驗。

Chief AI Transformation Officer, Digital Teaching

firmly believe that generative AI technology will revolutionize every industry and organization in the coming years. 

As the leader of our school-wide digital teaching transformation initiative, I am responsible for spearheading efforts in this domain. Our focus encompasses three high-value areas: Semiconductor, Medical Teaching, and AI Applications. One of our primary objectives is to leverage the expertise of talented professors and researchers to develop AI-driven teaching models, platforms, and tools. These innovations will empower educators to prepare curricula and course content more effectively, transforming both teaching and learning experiences.

Professional Experience

  • National Yang Ming Chiao Tung University, Adjunct Professor
  • Microsoft, Asia & GCR Industry Tech Lead
  • Microsoft, Industry Cloud Solution Architect 
  • Quanta Computer, IoT Associate VP
  • Streaming21, Cofounder / CEO / VP Engineering
  • IXMICRO, Director of Engineering
  • Apple, Tech Lead

Key Highlights:

25+ Years of Versatile Product Engineering, Business Operation, and Education Expertise.

Technology Leadership

  • Industry Expertise: Incubated and successfully commercialized over 500 industrial AIoT solutions, demonstrating deep domain knowledge.
  • App and Cloud Service Development: Experienced in crafting cutting-edge streaming and AIoT applications and services deployed on both multi-cloud and edge platforms.
  • Product Development Lifecycle: Well-versed in navigating the product development lifecycle, adept in MLOps, DevOps, Scrum Agile, and Waterfall methodologies.
  • Analytical Modeling: Proficient in developing ML models and analytics in areas encompassing classification, clustering, neural networks, large language models (LLM), and various analytics tools.
  • Technical Certifications: AI Engineer, Data Scientist, Data Analyst, Data Engineer, Generative AI, and Cloud Solutions Architect.

• AI/ML/IA/HPC Innovations

  • Specialized in creating AI scenarios with a focus on manufacturing, particularly in market analysis, production utilization, product quality assurance, predictive maintenance, anomaly preventive measures, digital twins, industrial metaverse, autonomous mobile robot (AMR), energy usages, and worker safety etc.
  • Delivered 100+ AI and IoT solutions, contributing open-source sample codes on GitHub.
  • Successfully integrated GAI LLM with custom databases, enhancing business processes.
  • Innovated telco-grade distributed video streaming technology capable of serving millions of users concurrently.
  • Holder of 5 US patents, author of 10+ journal papers, and 30+ conference papers.

• Technical Management

  • Honored with the Microsoft Year 2020 Technology Solutions Manager Excellence Award, underscoring exceptional technical leadership.
  • Led engineering teams comprising 150+ engineers and seasoned cloud and data solution architects in the past.
  • Experienced in navigating the realms of large corporations’ structured processes as well as the agility of startups.

• Personal Attributes

  • Driven by a deep passion for AI and advanced technology, dedicated to solving real-life challenges.
  • Possess strong logical problem-solving skills, methodically approaching complex issues.
  • Known for thinking outside the box when tackling intricate problems.
  • Eager to acquire new knowledge, demonstrated through a love for reading and writing.