Data collection is a fundamental aspect of any research or analysis process. It allows us to gather information, identify patterns and draw meaningful conclusions. Especially nowadays with the data volumes constantly increasing. That is why it’s really important to design meaningful datamodels to collect those high volumes of data and get the most out of it. As a database system developer and with my data engineering experience, my mission is to offer my data management expertise to AI and machine-learning sustainability research projects here at Sony CSL – Paris.