Reminding you to care for those whom you love.
Caringly is my Final Year Project for Asia Pacific University's BSc (Hons) in Computer Science (Data Analytics). This repository contains the frontend codes of the project, built using Next.js.
Its goal is to allow users to monitor the social media posts of those they care for. Using deep learning sentiment analysis model, it will analyze signs of depression/suicide from the texts and send alert emails to users if any sign is detected
- 🤖 Classifies texts into neutral, suicidal, or depressive with a high accuracy (82%).
- 📬 Retrieves Social Media (Instagram & Twitter) posts using unofficial APIs
- ⏰ An hourly scheduled task for posts retrieval
- ✉ Alerts users using Email
- 🔒 Basic Authentication using JWT
Check out the backend codes at caringly-core