README.md

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title: "MWire Labs"
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colorTo: "yellow"
sdk: "gradio"
sdk_version: "6.0.0"
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---

## MWire Labs: Applied AI for Northeast India

We build compact LLMs, multilingual BERT models, and datasets for underserved languages; enabling real-world AI for governance, nonprofits, and rural institutions.

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### Flagship Work

[![KREN](https://img.shields.io/badge/KREN-LLMs-104076?style=flat-square)](#)
[![NE-BERT](https://img.shields.io/badge/NE--BERT-Multilingual%20ModernBERT-00B59C?style=flat-square)](#)
[![Northeast NLP](https://img.shields.io/badge/Northeast%20NLP-Classical%20Models-555555?style=flat-square)](#)

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### What We Build

- **Language AI** for underrepresented Northeast Indian languages  
- **Form Processing AI** for departments and institutions  
- **Chatbots + Search** tuned for local contexts  
- **Grassroots datasets** across villages, agriculture, governance  

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### Why It Matters

Most AI ignores low-resource regions.  
MWire Labs builds AI that works for the margins, not just the mainstream; starting in the Northeast and scaling across India.

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### Focus Areas

[![Low-Resource Languages](https://img.shields.io/badge/Low--Resource-Languages-blue?style=flat-square)](#)
[![Grassroots AI](https://img.shields.io/badge/Grassroots-AI-00B59C?style=flat-square)](#)
[![Civic AI](https://img.shields.io/badge/Civic-AI-104076?style=flat-square)](#)