**Winner: 3rd Place — January 2026 Hackathon** 🏆
*Powered by Tuya Open, Hackstorm.ai, and Waveshare Hardware*
In elementary classrooms, children often face "big emotions" that they aren't yet equipped to process. Tammy the Tattle Turtle is an intelligent IoT companion that provides a safe, non-judgmental harbor for children to share their feelings.
By combining Socratic questioning with edge-AI hardware, Tammy helps children navigate their thoughts while ensuring teachers stay informed through a smart safety-classification system.
Our team integrated industry-leading IoT and AI technologies to bring Tammy to life:
- The Brain: Tuya T5 AI Board - Managing voice processing and edge-intelligence.
- The Interface: Waveshare 1.75" Touch AMOLED - Delivering a vibrant, animated personality.
- The Intelligence: Hackstorm.ai - Powering the empathetic Socratic dialogue.
- The Backbone: Tuya Cloud & Tuya Open - Securely bridging the gap between classroom hardware and teacher dashboards.
Tammy doesn't just "listen"—she guides. She uses gentle validation and small, manageable questions to help children visualize a path from distress to calm.
Every interaction ends with a "Mini-Mission" (like a deep breath or a creative task), giving the child an immediate sense of agency and empowerment.
Tammy automatically categorizes interactions using a "Traffic Light" system:
- 🟢 Green: General socializing & happy updates.
- 🟠 Orange: Minor conflicts & academic stress.
- 🔴 Red (CRITICAL): Immediate safety concerns or physical harm.
- Activation: The child says "Hello Tammy."
- Rapport: Tammy introduces herself and learns the child's name.
- Discovery: Socratic questioning helps the child identify the "What" and "How."
- Action: Tammy gives a small task to help the child feel better.
- Report: A structured summary is instantly sent to the Tuya Cloud for the teacher.
- Tammy-Firmware - The C++/Tuya SDK code for the T5 AI Board.
- Tammy-UI - Assets and drivers for the Waveshare AMOLED display.
- Tammy-Cloud-Logic - Hackstorm.ai integration and reporting scripts.
Built with ❤️ for the next generation of learners.
"Because every little voice deserves to be heard."