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rural-development

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VoiceNote for Business is an innovative solution to revolutionize business communication, particularly for rural and multilingual markets. This project enables businesses to process customer queries via WhatsApp voice notes, breaking down language and technological barriers.

  • Updated Dec 5, 2025
  • Python

A modern web app to monitor and analyze MGNREGA district performance across India — featuring real-time data, GPS-based detection, comparative analytics, and bilingual dashboards for transparent governance. Built under the Mahatma Gandhi National Rural Employment Guarantee Act.

  • Updated Nov 1, 2025
  • TypeScript
Panchayat-Sahayika

An AI-powered rural governance assistant that provides Panchayats with scheme information, village-level deficit analysis, and data-driven development suggestions using FastAPI, Qdrant semantic search, CSV-based rural indicators, and LLM reasoning.

  • Updated Dec 7, 2025
  • JavaScript

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