By implementing this project, we aim to: 1)Enhance AI-Driven Inclusive Education by developing ethical guidelines for unbiased, accessible conversational AI. 2)Advance Digital AI Literacy and Readiness through hands-on workshops building core skills in AI-Bias Recognition and Mitigation, Ethical AI Model Development, and Inclusive UX & Digital Storytelling. 3)Innovate Adaptive AI-Based VET Training by deploying inclusive conversational AI that drive equitable learning and measurable impact.