Root Chen Email & Phone Number

Kaohsiung City, Taiwan

/*AI technique*/• Python data analysis in the field of process control, especially distillation columns• Combining chemical simulation software (ex. Aspen) and deep neural network for process control. Replace manual control and save about 10% of the cost./*Backend technique*/• Build some MLOps cooperation cases and apply AI/ML for manufacturing automation and optimization on AWS (ex. Sagemaker, Code pipeline, Endpoint, EC2, S3)• Customize continuous deployment… Show more /*AI technique*/• Python data analysis in the field of process control, especially distillation columns• Combining chemical simulation software (ex. Aspen) and deep neural network for process control. Replace manual control and save about 10% of the cost./*Backend technique*/• Build some MLOps cooperation cases and apply AI/ML for manufacturing automation and optimization on AWS (ex. Sagemaker, Code pipeline, Endpoint, EC2, S3)• Customize continuous deployment infrastructure for AI models in chemical industry.• Design graphic AutoML(like Azure Machine Learning Studio) backend infrastructure and act as project lead.• Design kubernetes cluster infrastructure so that all systems can function properly. Show less