CourseMera is a video-based, instructor-led platform, part of a five-year research-based study, designed to bridge workforce gaps in an emerging Man-Machine socio-economic society. It provides high-quality, localized learning in Urdu. By repurposing global educational content and integrating local examples, CourseMera ensures marginalized youth can learn from the best, anytime, anywhere. The platform will start with basic lectures for Matric and Inter-level students and, based on stakeholder feedback, will later offer certifications to enhance employability.