Advanced Features for Smart Trading

Powered by a cutting-edge XGBoost prediction model with 93% accuracy, robust DBMS architecture, and machine learning-driven market insights.


AI-Powered Price Prediction

Utilizing advanced XGBoost model trained on stock price data with 93% accuracy for precise predictions, helping users make data-driven investment decisions. The model incorporates key financial indicators, technical analysis features, and market trends.

Sentiment Analysis

Real-time sentiment analysis of financial news, including sources like Bloomberg, CNBC, and Wall Street Journal. Leveraging natural language processing to track market sentiment and provide actionable insights for investment decisions.

Robust Database Management

Leveraging AWS RDS for efficient data storage and management, with real-time updates to stock prices, financial metrics, and news articles. The system ensures high availability and scalability for growing data needs.

Comprehensive Financial Metrics

Detailed financial metrics including P/E ratio, RSI, MACD, OBV, and more, for thorough market analysis. Integrated with historical stock data to offer predictive insights and enable well-informed decision-making.

Personalized Dashboard

Customizable dashboard to track portfolio performance, monitor favorite stocks, and receive personalized insights. Leverages machine learning to suggest optimal trading strategies based on user preferences and market conditions.

Real-Time Updates

Access to live stock price updates, real-time market news, and alerts on market-moving events. The system integrates with financial APIs and updates seamlessly, ensuring users stay informed.

Technical Excellence

Built with cutting-edge technologies, including machine learning, AWS, and real-time data processing.

Machine Learning Model

  • XGBoost algorithm for stock price prediction
  • 93% accuracy in stock price prediction
  • Trained with historical OHLCV data and technical indicators
  • Real-time data processing and model updates
  • Advanced feature engineering for improved model performance

Database Architecture

  • AWS RDS for robust, scalable database management
  • Real-time synchronization of stock prices, news, and metrics
  • Optimized query processing for high performance
  • Scalable infrastructure to handle large volumes of financial data