Sentiplex

Sentiplex AI is designed to transform how we interact on social media. The extension uses advanced natural language processing (NLP) and sentiment analysis to evaluate tweets and identify cyberbullying, hate speech, and emotional tone. It allows users to see sentiment ratings, highlights toxic comments, and even create memes based on tweet content—all within the browser. With a single click, users can convert tweets into custom memes that encourage positivity and awareness. Sentiplex AI promotes a healthier online community by turning negative sentiments into creative expression.

The extension is built using React for the frontend and Node.js for backend API services. It integrates sentiment analysis models such as VADER and BERT for real-time sentiment scoring. Cyberbullying detection is achieved through a custom-trained machine learning model using a dataset of flagged comments. Meme generation is facilitated using an in-built meme template library and image processing APIs. The extension's UI/UX is designed to be intuitive, allowing seamless integration with Twitter's interface, enabling users to analyze tweets, detect harmful content, and create memes effortlessly.