
A sovereign on prem AI tutor for Vedic mathematics and Sanskrit that teaches in the student's own language. Fine tuned on AMD a Radeon GPU. The whole thing runs on one model GPU - which is the point. Sovereign on-prem tutoring that a school or NGO could actually own and afford, in the languages their student speaks(e.g., Hindi, Marathi, Punjabi, Tamil, Bengali).. There are no monthly API fees, no data privacy concerns, and zero dependence on an active internet connection. Once deployed, it runs indefinitely for the cost of local electricity, providing high-quality, culturally resonant education.
13 Jul 2026