Remote villages across India now have internet and smart classrooms. The infrastructure arrived. The subject-expert teachers didn't and won't, because geography, logistics, and economics make it nearly impossible to place specialists in every rural school. GyanKalp is a voice-first virtual teacher that runs in a browser, speaks Hindi, and teaches structured AI literacy lessons to classrooms without requiring a specialist teacher to be present. A human supervisor manages the room. GyanKalp handles the explanation. Students interrupt by speaking naturally. AssemblyAI transcribes the question in real time, the system responds in synthesised Hindi, and the lesson resumes — the full loop under 2 seconds. Building solo. Open to a collaborator with Python or applied AI experience.
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