Bryce Chen Email & Phone Number

Singapore

Wellington, New Zealand

- Lead the architecture design and development for NIWA Data Platform project, including data ingestion and machine learning pipeline.- Automate sensor anomaly detection solution on AWS cloud using Sagemaker pipeline and Terraform.- Work with IT for AWS Cloud practice BP, account and architecture management.

Wellington Region, New Zealand

- Developed climate sensor anomaly detection system using deep neural forecasting algo and deployed to Azure cloud.- Designed and implemented water level neural nowcasting algo for Singapore PUB smart drainage system using AzureML.- Developed centralized solar and wind energy neural nowcasting system using NZ climate station sensor data, reanalysis and satellite data.- Collaborated with scientists and technicians for domain understanding and implementations- Explored new research opportunities and smart idea generation

Hsinchu City, Taiwan, Taiwan

- Managed a team of data scientists- Collaborated with fabs for machine learning and digital transformation projects- Liaised with external suppliers for sensing technologies and edge computing hardware- Searched for quality/productivity/output improvement opportunities on daily basis- Worked on strategic projects for cutting-edge tech nodes

Singapore

- Worked on data analytics related transformation projects.- Worked on multivariate clustering project for yield management system- Working on die-level failure mode auto-classification project using CNN autoencoder and unsupervised learning methods.- Participate in technical mentorship program and provide mentorship for senior engineers.

Hiroshima

Developed LSTM model for sensor anomaly detection.Developed die-level ESDA failure mode auto-classification solution using unsupervised learning and supervised learning algorithms.

Singapore

- Developed the pilot predictive maintenance solution for Chemical & Mechanical Polishing tools.- Developed an analytic and visualisation platform from equipment events to identify the equipment operation opportunities for wafer output maximisation.- Helped the fab with yield loss diagnostics and prediction using multivariate methods. - Worked with IS team and vendor to solve big data system issues and software bugs.

Singapore

- Led the team in technical projects in FDC (Fault Detection Control).- Led the team in daily problem solving, troubleshooting and addressing customer needs.- Contributed in FDC metrics formation and drives for goals.- Collaborated with IS team for automated solutions on excursion prevention and productivity improvement.- Collaborated with Fab Central Team for business rule establishment, alignment and global projects.- Worked with vendor for software bug fix and enhancements.- Trained the new engineers, technologists, and fab in FDC knowledge.- Led the Fault Detection Control System migration project to the new E3 Platform.- Helped on the Run-to-Run Control System migration project to the new E3 Platform.- Led the technology transfer project for control system.

Singapore

- Studied and applied game theory in the dynamic spectrum access of cognitive radio network.- Published 2 papers in 2008 11th IEEE International Conference on Communication Systems and 2008 67th IEEE Vehicular Technology Conference respectively.- Contributed a chapter “Auction Algorithms for Dynamic Spectrum Access” in “Game Theory for Wireless Communications and Networking” by Yan Zhang and MOHSEN GUIZANI - CRC Press 2011.

Master’S Degree, Industrial Systems Engineering

Activities and Societies: Welfare Service Club - Media&Inform Committee

Bachelor, Electrical And Electronics Engineering, 2Nd Upper Class Honor

Activities and Societies: Welfare service club Media and Infocomm section.Minor degree in Psychology.