# Quadra

- **Event:** [Gemini Vibe Code Hackathon – London](https://cerebralvalley.ai/e/vibe-code-gemini-london)
- **When:** Sat, Nov 15 at 9:00 AM – 10:00 PM (UTC)
- **Where:** Shoreditch Exchange with Oneder, London, UK
- **Team:** [Sonny Mupfuni](https://cerebralvalley.ai/u/sonny01), [Raymond Chidavaenzi](https://cerebralvalley.ai/u/raylove), [Celestino Gianotti](https://cerebralvalley.ai/u/cele), [Mai Elamin](https://cerebralvalley.ai/u/maielamin)
- **GitHub:** https://github.com/SonnyDev/https-github.com-SonnyDev-gemini-guide
- **Demo video:** https://share.synthesia.io/0da1be6a-d782-487e-bc4f-a3e4612cd09c
- **Gallery:** https://cerebralvalley.ai/e/vibe-code-gemini-london/hackathon/gallery
- **Page:** https://cerebralvalley.ai/e/vibe-code-gemini-london/hackathon/gallery/27

We built a friendly, intent-aware maps web app using Google AI Studio for rapid iteration and code generation. Gemini models, grounded in Google Maps and Search, analyze geospatial data to provide tailored, context-aware suggestions. Today’s maps show one-size-fits-all lists, forcing manual filtering and slow decisions. Instead, we capture intent and use context to re-rank results so each person gets the right place for their immediate need.

Enter Star Guide. It understands complex, shifting goals like “Wiped out” (close by), “Good Coffee” (decent quality), and “Meltdown” (quiet, changing station). Using Gemini, we skip generic lists and instantly re-rank local options based on how perfect they are for your situation right now, pulling signals from everything. We surface a single best match so you stop sorting through junk and make the right decision instantly.

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Markdown version of https://cerebralvalley.ai/e/vibe-code-gemini-london/hackathon/gallery/27. Site index for agents: https://cerebralvalley.ai/llms.txt · full text: https://cerebralvalley.ai/llms-full.txt