Manager - Rationalization & FA

Murata Electronics Singapore 2020 - 2023

• Lead development of standard framework for machine data collection, from machine to database server. The implementation of those standards cut development time up to 80%
• Design, develop, test, and deploy CNN-based AI model to assist operator in defect detection, resulting in 30% increase in productivity and zero defective outflow. The system was deployed as full stack solution combining Python, Tensorflow, React, & MYSQL
• Drive defective ratio improvement activity in Inspection Process by leveraging data analysis & monitoring with PowerBI combined with understanding on process. The effort resulted in over S$1 million cost reduction

Assistant Manager - Smart Factory

Murata Electronics Singapore 2017 - 2020

• Drove introduction and adoption of BI tools for visualization of factory reports, eliminating ≈350 hours/month required for manual creation & update of those reporting. The creation of such a report involved in-depth requirements gathering, extensive SQL processing, and visualization development.
• Deployment of vertical carousel & integration of Manufacturing Execution System, leading to 70% work reduction and 65% space saving
• Initiated deployment of Autonomous Mobile Robot for lot delivery across processes, eliminating ≈400 hours/month of manual lot transportation. The deployment includes integration with lift, automated doors, andon light, and camera for lift occupancy check.

Senior Engineer - Machine Development

Murata Electronics Singapore 2010 - 2017

• Worked together with internal stakeholders to design requirements for process & machines to achieve organization target.
• Designed & developed over 10 types of semi-automated & automated machines for MLCC manufacturing. One of the machines was successfully expanded to other oversea affiliates.