Mental Health Prediction using Natural Language Processing

When it comes to health, mental health is as important as physical health. Technological advancements have eased our lives, but on the other hand, it has added more mental stress. The digital world that people live in has led us to isolate from physical relationships and hence is one of the reasons for the incoming depression and loneliness. This project aims to change the technology from being a bane for mental health to being a boon by predicting the mental health of a person by conducting a small assessment and by adopting transfer learning with the help of a pre-trained Natural Language Processing (NLP) model, Submatrix-wise Vector Embedding Learner (SWIVEL) and neural network model, the person will be notified whether they need help from medical professionals.