About StockSage

Gain insights into future stock movements with our platform powered by advanced machine learning and technical analysis.

How It Works

Data Collection

We fetch historical and real-time stock data from reliable sources like Yahoo Finance.

Feature Engineering

Technical indicators (SMA, EMA, RSI, OBV, Bollinger Bands) are calculated.

Machine Learning Model

An XGBoost Regressor model is trained on the engineered features to identify patterns.

Prediction Generation

The trained model predicts the next day's closing price and future trends.

Key Features

  • Accurate ML Predictions
  • Real-time Data Processing
  • Comprehensive Technical Analysis
  • Intuitive User Interface
  • 10-Day Price Forecasting
  • Responsive Design for All Devices

Ready to Get Started?

Enter any valid stock ticker on the home page and let StockSage provide you with data-driven insights.