An end-to-end credibility analysis platform that uses an ensemble of classic Machine Learning (Linear SVM) and Deep Learning (RoBERTa Transformer) to detect fake news in real-time. Features a React dashboard, automatic URL article scraping, model comparison views, and contextual reasoning insights.