Data collection is a fundamental aspect of any research or analysis process. It allows researchers to gather information, identify patterns, and draw meaningful conclusions, especially nowadays, with data volumes constantly increasing.

That is why William emphasizes the importance of designing meaningful data models to effectively collect and leverage large volumes of data. As a database system developer with experience in data engineering, his mission is to contribute his data management expertise to AI and machine-learning sustainability research projects at Sony CSL – Paris.