Summary
Overview
Work History
Education
Skills
Languages
Honor Awards
Timeline
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Ray

Ray

Guangzhou/Taiwan

Summary

A results-driven MIS Team Leader with over seven years of experience specializing in developing and deploying AI/ML solutions for manufacturing optimization. Proven ability to lead a 7-member team through the full MLOps lifecycle, from creating image recognition models (TensorFlow/PyTorch) to building full-stack AI platforms with CI/CD and Docker. Hands-on experience with LLM local deployment and RAG applications, passionate about leveraging data to enhance automation and productivity.

Overview

12
12
years of professional experience

Work History

Team Leader

Innolux
12.2017 - Current
  • Recently served as the technical lead in multiple cross-department AI initiatives using LLM+RAG, delivering internal AI-powered solutions for knowledge retrieval.
  • Optimized the AOI validation process with an OpenCV algorithm that cut false alarms by 50%, freeing up valuable labor hours from manual re-inspection and ultimately improving manufacturing yield.
  • Managed a 7-member team in the maintenance and development of internal systems for WMS (Warehouse Management System) and OA (Office Automation).
  • Demonstrated leadership prowess in coordinating cross-functional teams, ensuring seamless operations and system efficiency.
  • Pioneered the integration of BI tool Tableau across the organization about 1000+ people, driving data-driven decision-making.
  • Contributed to the successful development of AGVC (Advanced Guidance and Vehicle Control) systems, enhancing factory automation and operational efficiency.

Software Engineer

Institute for Information Industry
12.2013 - 12.2017
  • Contributed to the development and management of IoT systems, enabling remote monitoring and control of devices , offering intelligent solutions to clients.
  • Spearheaded the creation of an iOS App for real-time streaming of IP camera video to mobile devices

Education

Master's Degree - Electronic Engineering

Chung Yuan Christian University
08.2013

Skills

  • AI & Machine Learning
    Languages: Python, C
    Frameworks: TensorFlow, PyTorch
    LLM & RAG: Hands-on experience with local deployment of Large Language Models (eg, DeepSeek) and building applications with RAG frameworks (eg, RAGFlow)
  • Full-Stack Web Development
    Front-end:     Vue
    Back-end: Nodejs, JAVA, NET Core
    Database: Oracle/MySQL/MongoDB
  • Business Intelligence
    Tools: Tableau
  • DevOps & Tools
    Version Control: Gitlab
    CI/CD (Continuous Integration/Continuous Deployment)
    Containerization: Docker

Languages

Chinese
Cantonese
English

Honor Awards

Third Prize in the Front-end Development, 08/01/21, Foshan Developer Competition

Timeline

Team Leader

Innolux
12.2017 - Current

Software Engineer

Institute for Information Industry
12.2013 - 12.2017

Master's Degree - Electronic Engineering

Chung Yuan Christian University

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