This workshop introduces an innovative AIoT-based educational framework designed to revolutionize STEM learning through hands-on engagement. Participants will explore a modular IoT-enabled Teaching and Learning Platform equipped with sensor-based hardware, machine learning integration, and real-time data processing via IoT Cloud. The session will provide hands-on activities including assembling the AIoT Development Kit, configuring cloud dashboards, and deploying classroom-ready IoT projects. Emphasis will be on scalable content creation and real-world problem-solving using AI and IoT. Attendees will leave with the skills and tools to implement DIY smart learning solutions in schools, colleges, or research labs. The workshop fosters collaboration, experimentation, and digital empowerment in education.