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The Binary Brains

Gemini 3 Bengaluru Hackathon
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Gemini said CityDNA: The City That Adapts to You The Challenge India’s internal migration is blocked by an "Invisible Wall" of language, transport, and economic friction. Static maps fail to provide the hyper-local intelligence needed to survive. The Solution CityDNA is an agentic infrastructure layer built with Gemini 3 Flash. It’s a Cognitive Operating Layer that adapts to your surroundings in real-time. High-Impact Features Dialect Sync: Uses Gemini Live and Bhashini for sub-200ms understanding of 19,500+ Indian dialects. Traffic Emotion: Explains city logic (e.g., floods vs. red lines) using TomTom and OGD India. Cultural Radar: Alerts on unofficial rules, festivals, and dietary shifts (e.g., 'Farali' food). Price Engine: Uses ONDC SDK to find true market prices, stopping the "outsider tax".

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