# akz

- **Event:** [Edge Deployments & On-Device AI Hackathon](https://cerebralvalley.ai/e/executorch-hackathon)
- **When:** Mon, Oct 20 at 9:00 AM – 9:00 PM (PDT)
- **Where:** 275 Brannan Street, San Francisco, CA
- **Placement:** Finalist
- **Team:** [Akshay Sharma](https://cerebralvalley.ai/u/akzarma)
- **GitHub:** https://github.com/akzarma/idk-react-native
- **Demo video:** https://drive.google.com/file/d/1o1fawuyqskMLQgHLzteWzLHKjPgotbii/view?usp=sharing
- **Gallery:** https://cerebralvalley.ai/e/executorch-hackathon/hackathon/gallery
- **Page:** https://cerebralvalley.ai/e/executorch-hackathon/hackathon/gallery/13

I got this idea when I wanted all my email analytics in one place but found no private solution. Earlier attempts required sending data to third-party servers, which I didn’t want. With Edge AI, all NLP processing can now run securely on-device.

This prototype converts unstructured data like emails and messages into structured insights while keeping everything private. It includes Edge Chat (a developer kit for testing models), Emails Analyzer (extracts information like expenses using a local Llama 3.2 model), and Analytics (the only user-facing app showing categorized spending and trends).

Both Edge Chat and Emails Analyzer run silently in the background when the phone is charging. Future data connectors will let apps share data securely for local analysis. All processing happens fully on-device with no cloud or tracking, just private, intelligent insights.

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