Source & transform
Data engineer & consultant will perform market study, competitors analysis and process analysis to develop the short term and long term data strategy followed by sourcing high-quality data internally and externally. Extract, load and transform the data into the data lake.
Learn & test
Data scientist optimize to pick the best data models performer. Visualize, test & fine-tune the data model to fulfil process need.
Adopt & automate
Application and ML engineer will deploy the data models and connect them into the application and hence process. Auto training mechanism will continuously fine-tune the performance to fill the dynamic environment and user preference.