A fun, technical overview of the journey to create a real AI system, with practical demonstration and real-world data. The workshop offers a unique blend of fun and technical insights, providing a comprehensive overview of the process behind creating a real AI system. From its inception to deployment, we'll guide you through each step, delving into the structure and code of a fully functioning AI. We will examine the structure and code of a functioning AI and look at the performance analysis and future development.