The article discusses a system that helps manage investment portfolios in real-time using machine learning techniques. The system selects stocks using the K-Means algorithm, optimizes them with a genetic algorithm, and manages them with a sliding window. Different portfolio calculation methods are applied, showing that optimized portfolios perform better than the Nifty index. The study uses data from globaldatafeeds.in.