# Lokendra

- **Event:** [Google DeepMind Bangalore Hackathon](https://cerebralvalley.ai/e/google-deepmind-bangalore-hackathon)
- **When:** Sat, Jul 11 at 9:00 AM – 10:00 PM (GMT+5:30)
- **Where:** Marathahalli, Marathahalli Main Road
- **Team:** [Lokendra Rajawat](https://cerebralvalley.ai/u/Lokendra)
- **GitHub:** https://github.com/lokendra005/Pramaan
- **Demo video:** https://www.loom.com/share/379ea24463b9445487b5acd0fcdca3d0
- **Gallery:** https://cerebralvalley.ai/e/google-deepmind-bangalore-hackathon/hackathon/gallery
- **Page:** https://cerebralvalley.ai/e/google-deepmind-bangalore-hackathon/hackathon/gallery/16

Pramaan verifies whether a claim about the physical world actually matches reality — the missing layer where fraud hides in lending, insurance, and asset finance. Online (Gemini Live API), the agent watches, listens, translates Hindi↔English, and proactively flags discrepancies in real time. Offline, the same agent runs on-device on Gemma — counting what's actually present against the claim, recovering from bad frames, and deferring to a human. Real-time when online, on-device when offline. Demonstrated on rural field lending; the same engine extends to insurance, subsidy, and inventory checks. Built on the Real-Time Multimodal Interaction track; also competing for Best Use of Gemma 4.

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Markdown version of https://cerebralvalley.ai/e/google-deepmind-bangalore-hackathon/hackathon/gallery/16. Site index for agents: https://cerebralvalley.ai/llms.txt · full text: https://cerebralvalley.ai/llms-full.txt