MÜUD Logo

    MÜUD

    We convert emotions into data to prevent conflicts and strengthen school well-being.

    School Well-being
    Emotional AI
    App Móvil

    💜 The future of emotional well-being

    At MÜUD we improve the school climate, prevent conflicts, and strengthen bonds between students and teachers, creating a safe and harmonious learning environment for everyone.

    🚨 Break Emotional Barriers in Your School

    School coexistence faces challenges such as harassment, violence, discrimination, and exclusion, affecting the well-being and performance of students worldwide.

    Social Exclusion

    Groups of students who deliberately exclude or marginalize other classmates.

    Conflicts & Tensions

    Recurring disagreements and confrontations between students due to differences in opinion, personalities, or interests.

    Bullying

    Students who are subject to ridicule, insults, or physical aggression from their peers.

    Lack of Communication

    Teachers and students who fail to establish effective and understanding communication channels.

    ⚙️ How does it work?

    Emotional Check-in

    Allows students to register and monitor their daily emotions, fostering self-awareness and emotional reflection.

    Life Journal

    A safe and private space where students can write about their thoughts and experiences, helping them process their emotions.

    Personalized Reports

    We use artificial intelligence to analyze information and generate personalized reports, identifying patterns and providing insights on emotional well-being.

    Early Warning System

    The app notifies teachers about students who require additional attention or support, facilitating proactive and effective interventions.

    🛠️ Tech Stack

    Backend
    Node.js + Express
    App
    React Native
    Database
    Firebase / Firestore
    AI/ML
    OpenAI + Sentiment Analysis
    Analytics
    Custom Dashboard
    Auth
    Firebase Auth

    Architecture: Mobile app connected to serverless backend with natural language processing for sentiment analysis and automatic alert generation.

    👨🏽‍💻 My Role

    Architecture

    App and backend architecture design, Firebase integrations, and notification system.

    AI & Analytics

    Implementation of sentiment analysis system and AI-powered personalized report generation.

    Alert System

    Development of the early warning system to identify students who need support.

    📈 Impact

    For Students

    • Safe space to express emotions
    • Emotional intelligence development
    • Personalized support based on their needs

    For Teachers

    • Visibility of classroom emotional state
    • Early alerts for intervention
    • Social-emotional educational resources

    🔮 Vision

    Transform school coexistence in Chile and Latin America, creating educational environments where emotional well-being is a priority and where every student feels seen, heard, and supported.