By combining the information contained in the visual, audio and text content of videos, it is possible to extract complex information about their content. It’s then possible to analyse a query from a search engine to find the video segments that best matches this query. During this project, the intern will be using state-of-the-art deep learning models to extract the best possible information from multi-source data and participate in the integration of these models in the Grokvideo search engine application.