1. A method comprising steps of: detecting, via a social networking server over a network, an upload of a digital media file by a second user to a network platform that is in communication with the social networking server via the network, said detection comprising analyzing a data firehose associated with said network platform and identifying the digital media file as a new media file in the firehose; automatically analyzing upon detection of the digital media file upload, via the social networking server, said uploaded media file, said analysis comprising the social networking server running the media file through software defining a convolution neural network (CNN) which at least in part results in the social networking server parsing said media file, identifying information associated with the media file, and determining a quality value of the uploaded media file based on the identified information, said quality value providing an indication as to a categorical quality of the uploaded media file; comparing, via the social networking server, said quality value of the uploaded digital media file to a quality threshold for said category, said comparison comprising a determination indicating whether the quality value of the uploaded media file satisfies the quality threshold; generating, via the social networking server, a media feed comprising a set of digital media files each having a quality value satisfying the quality threshold, said set of digital media files including said uploaded media file when said quality value for said uploaded media file satisfies said quality threshold; analyzing, via the social networking server, user profile information of users on said network platform, said analysis comprising comparing said user profile information against media information of the digital media files in the media feed and identifying a set of users having interests related to content of the media feed; and automatically communicating, via the social networking server, said media feed to the identified set of users.