# Ashish Sharma

- **Event:** [Meta Global AI Developer Hackathon](https://cerebralvalley.ai/e/meta-ai-developer-hackathon)
- **When:** Oct 26, 12:00 PM – Nov 4, 9:00 PM (EST)
- **Where:** Online
- **Team:** [Ashish Sharma](https://cerebralvalley.ai/u/Ashish1991)
- **GitHub:** https://github.com/Ashishs1991/munimji
- **Demo video:** https://youtu.be/9DfU8ZSsW-Q
- **Gallery:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery
- **Page:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2097

MunimJi is a WhatsApp-based AI business assistant for Indian MSMEs, inspired by my brother-in-law’s plastics business in Agra. Its name comes from “Munim Ji”—the owner’s trusted bookkeeper and right-hand person who knows the business inside out.

Small-business records often live across handwritten notes, messages, and the owner’s memory. MunimJi fits into that existing routine: owners send Hindi, Hinglish, or English messages, voice notes, and photos of handwritten records to manage everyday operations.

Using Meta models, MunimJi interprets these inputs with relevant conversation context, asks for missing details, and prepares business actions for approval. Approved actions update inventory, purchases, sales, payments, customer and supplier balances, and stock locations in a shared database. It also supports reminders, low-stock alerts, and demand forecasts based on available sales history.

A business-specific dashboard brings stock by godown, outstanding balances, posted activity, and pending work together for review. The demo shows WhatsApp conversations, handwritten-note extraction, confirmations, and the resulting business records.

The goal is to make useful AI accessible through a familiar conversation, helping owners maintain clearer records and make informed decisions during their working day.

## More from Meta Global AI Developer Hackathon

- [ApexSentinal](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2094)
- [Chapp](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2095)
- [Oren AI](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2096)
- [Amreen Hassan](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2098)
- [DealPilot AI](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2099)
- [The_Plant_Scout](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2100)

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