Abstract: Algorithmic trading employs computer-driven instructions to execute trades by analyzing market trends and predefined strategies. This method allows for transactions at speeds and frequencies far beyond human capability. These trading instructions are typically based on parameters such as time, price, volume, or complex mathematical models. In addition to offering higher profitability opportunities, algorithmic trading improves market liquidity and eliminates emotional biases from trading decisions. This project is designed to advance the next generation of trading by developing an intelligent Algorithmic Trading Bot. The bot integrates user-defined strategies with built-in adaptive algorithms to conduct trades throughout the day, responding to varying market conditions. By continuously optimizing its operations and minimizing transaction costs, the system seeks to deliver consistent profits for both individual and institutional investors.

| DOI: 10.17148/IARJSET.2025.125351