Manish Ranjan@manishranjan77

Our AI-Powered Stock Analysis Platform is a full stack financial intelligence tool designed to help investors, traders, and analysts make smarter, faster decisions. At its core, the platform unifies three powerful capabilities into a single seamless experience. The Live Dashboard delivers real-time stock data with interactive charts, technical indicators , multiple stock comparison views, and configurable price alerts all that refresh in five seconds. Users can build and track custom watchlists with instant visual feedback on market movement. The AI News Feed continuously aggregates financial headlines from 50+ sources and runs each article through an NLP sentiment analysis model, tagging stories as Positive, Negative, or Neutral in real time. This allows users to stay ahead of market-moving news without manually scanning dozens of articles. The Prophet Prediction Engine leverages Facebook's open-source time-series forecasting model to generate 7, 14, and 30-day price forecasts with full trend decomposition that separates long term trends, seasonality, holiday effects and displays it in 80% and 95% confidence intervals so investors understand both the direction and uncertainty of each prediction. Built with PostgreSQL with TimescaleDB for time-series optimised storage, the platform is designed to grow from individual use to enterprise scale deployment.

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