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
Foshan, Guangdong
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
Taipei, Taiwan
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