The trading system consists of five dynamic, data-driven strategies tailored for different market conditions. The Key Price Levels (KPLs) Strategy calculates real-time support and resistance using historical price modeling, allowing for adaptive long/short entries with automated exits. The Opening Price (OP) Strategy leverages volatility modeling around the session’s open to filter trades and fine-tune timing based on momentum. The Marty Strategy thrives in slow, grindy markets by exploiting small inefficiencies through mean reversion and dynamic position sizing. The Pairs Trading Strategy combines machine learning and correlation analysis to identify long/short opportunities between asset pairs, using calculated pivot levels and probabilistic models to enhance precision and hedge risk. Lastly, the Young Money Investments Strategy supports long-term investors with a TradingView indicator that uses discount analysis, MACD signals, and a simulation engine to evaluate performance across investment strategies like DCA vs. Buy & Hold. Together, these strategies offer a comprehensive, automated approach to short-term execution and long-term wealth building.