Abstract: A machine learning system extracts features from images. A system and method predicts appearance type, attractiveness, gender, or ethnicity from a facial image. In a machine learning approach, predictor training is performed by using known data sets containing the classification information for a given facial image into the desired categories. When a new image is presented, the system applies this info to the new image. The training can be performed continuously while the system is being presented with new images and corrective results in a feedback loop. In another machine learning approach, a generative adversarial network is used to predict the desired categories based on the given facial image.

Abstract: A system and method provides a platform to connect individuals for networking among professionals based on interest.

Abstract: A system and method for recommendation engine initialization and new user characterization. An implementation of the platform is a mobile application.

Abstract: A system and method for rejecting obscene content in social media sharing. An implementation of the platform is a mobile application.

Abstract: A system and method for context selection for social networking. An implementation of the platform is a mobile application.

Abstract: A system and method for a platform identifies and connects like-minded individuals based on interaction. An implementation of the platform is a mobile application.

Abstract: A system and method for identification and introduction of like-minded users and forming colonies of users based on their preferences. An implementation of the platform is a mobile application.