# Init 2

- **Event:** [Gemini 3 Bengaluru Hackathon](https://cerebralvalley.ai/e/gemini-3-bengaluru-hackathon)
- **When:** Sat, Feb 14 at 9:00 AM – 10:00 PM (GMT+2)
- **Where:** WeWork Roshni Tech Hub – Coworking & Office Space in Marathahalli, Bengaluru, India
- **Team:** [Abu Shahid](https://cerebralvalley.ai/u/ceyxasm), [Shivam M](https://cerebralvalley.ai/u/fadehack)
- **GitHub:** https://github.com/FadeHack/Gemini-3-Hackathon
- **Demo video:** https://www.loom.com/share/318863b74d114e3daa7b127122a762ec
- **Gallery:** https://cerebralvalley.ai/e/gemini-3-bengaluru-hackathon/hackathon/gallery
- **Page:** https://cerebralvalley.ai/e/gemini-3-bengaluru-hackathon/hackathon/gallery/13

KiranaGPT: Multimodal AI for inventory management and demand forecasting


* WhatsApp-native system using Gemini 3's vision-language model to chain shelf photo analysis → automated inventory assessment → festival-aware demand forecasting → multi-distributor procurement optimization. 

* Processes unstructured visual data and code-mixed Hinglish voice into actionable procurement recommendations — zero app install, zero manual entry.

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Markdown version of https://cerebralvalley.ai/e/gemini-3-bengaluru-hackathon/hackathon/gallery/13. Site index for agents: https://cerebralvalley.ai/llms.txt · full text: https://cerebralvalley.ai/llms-full.txt