Media Analysis
The Project
This project uses artificial intelligence to predict which social media posts will be popular. It was inspired by the challenge of making content that gets attention online. Many creators don’t know what works best, and I wanted to build a tool that gives clear, helpful feedback using AI. Users upload their post text and image. The AI model—using tools like Isolation Forest and BERT—analyzes the post and predicts if it will do well. It also gives suggestions to improve the post, like changing the title or adding better images. The most difficult part was finding social media data to train the model and choosing the right algorithm. I tested different models like Random Forest, SVM, and Isolation Forest. In the end, Isolation Forest worked best because it found hidden patterns in the data. This project helps content creators and small businesses improve their posts and save time.
