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@Tammy-Turtle

Tammy Turtle

Every day in classrooms across America as well as China, small emotional issues pile up.

🐢 Tammy the Tattle Turtle

Giving Every Child a Voice Through Empathic IoT

**Winner: 3rd Place — January 2026 Hackathon** 🏆  
*Powered by Tuya Open, Hackstorm.ai, and Waveshare Hardware*

The Mission

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.

The Innovation Stack

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.

Impact Features

Safe & Socratic

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.

Mission-Oriented

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.

Smart Triage for Teachers

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.

Interaction Lifecycle

  1. Activation: The child says "Hello Tammy."
  2. Rapport: Tammy introduces herself and learns the child's name.
  3. Discovery: Socratic questioning helps the child identify the "What" and "How."
  4. Action: Tammy gives a small task to help the child feel better.
  5. Report: A structured summary is instantly sent to the Tuya Cloud for the teacher.

Explore Our Repositories

Built with ❤️ for the next generation of learners.
"Because every little voice deserves to be heard."

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  1. TuyaOpen TuyaOpen Public

    Forked from tuya/TuyaOpen

    Next-gen AI+IoT framework for T2/T3/T5AI/ESP32/and more – Fast IoT and AI Agent hardware integration

    C

Repositories

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