I need an AI-driven program that can swing and day-trade stocks automatically and safely in my brokerage account. Because I’m a beginner, the bot must handle the full workflow—from screening symbols and timing entries to placing orders and tracking results—while remaining easy for me to understand, install, and fine-tune later. Please build it in Python (or a language you can actively support) and connect through a reliable broker API such as Alpaca, Interactive Brokers, or Tradier. Feel free to combine proven technical indicators with machine-learning models (pandas, scikit-learn, TensorFlow / PyTorch, etc.) so the system can adapt to market conditions, set stops, adjust position size, and exit positions at predefined profit or risk levels. A lightweight dashboard or clear console output that shows open trades, reasoning, and P & L will help me follow along as I learn. Deliverables • Fully commented source code • Step-by-step setup guide (Windows 11) • Config file for API keys and strategy parameters • Back-test demonstrating at least two years of data with positive risk-adjusted returns • Live paper-trade demo (video or screenshare) proving the bot executes without errors Acceptance criteria: installation completes without manual troubleshooting; the bot connects to a paper account, places unlimited day and swing-trade automatically, and generates a concise log of its decision process. Clear, beginner-friendly documentation is essential so I can modify parameters confidently after delivery.