# Resonance

- **Event:** [Hackathon: Build Your AI Teammate with CodeRabbit & Cline](https://cerebralvalley.ai/e/build-ai-teammates-hackathon)
- **When:** Sep 13 at 9:00 AM – Sep 14 at 5:00 PM (PDT)
- **Where:** Location TBA
- **Team:** [Tripti Pandey](https://cerebralvalley.ai/u/tripti23)
- **GitHub:** https://github.com/tpandey77777/Resonance
- **Demo video:** https://youtu.be/HSxIGQfqCdI
- **Gallery:** https://cerebralvalley.ai/e/build-ai-teammates-hackathon/hackathon/gallery
- **Page:** https://cerebralvalley.ai/e/build-ai-teammates-hackathon/hackathon/gallery/42

Wellness data is fragmented - Apple Watch shows heart rate, journaling apps track mood, and weather, or diet patterns get lost. Non elf it actually responds, and pays attention to the user in a way that feels human or true. People log but nothing closes the loop. Resonance unifies emotion logs, biometrics, and context (like location and weather) into a single dashboard. Then it applies inverse machine learning — instead of only learning from your data, it reflects insights back to you. That means when you say “I feel sad,” it doesn’t just record it — it knows that two hours ago you ate salty ramen, sees your usual 3PM dip, and nudges: “Want to try a quick 3-minute breathing reset while walking?” At resonance, we are learning to invert machine learning because the true machine? Is you. It uses patterns only from proven trends in scientific research (available online with one more day of time) to your best hum for you. Optimization on your terms.

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Markdown version of https://cerebralvalley.ai/e/build-ai-teammates-hackathon/hackathon/gallery/42. Site index for agents: https://cerebralvalley.ai/llms.txt · full text: https://cerebralvalley.ai/llms-full.txt