■ Data preprocessing
- Developing logic to effectively process large collected manufacturing facility data(structured and unstructured) for analysis.
- Data parsing, statistical processing, data filtering
- Designing Feature and developing analytical data mart that can be used directly in analytical models or extracted insights
■ Developing Analytical Models
- Analytical modeling : Statistics / Machine Learning & Deep Learning model development
- Developing of defect detection / prediction models
■ Operating Analytical Models
- Improving the performance of models applied to services using analysis
- Developing of defect detection / prediction models
- Expanding the scope of model application following the launch of new models