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CASE STUDY

Emotion-Based Learning Platform

An EdTech platform that uses emotional analytics to personalize learning and student engagement.

Industry Education Technology
Solution Emotion-Aware Learning App
Engagement 1 Year
Services Mobile App, Analytics, API & Cloud
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Emotion-Based Learning Platform

Client Context

Delivered for a creative EdTech startup focused on transforming classroom experiences through emotional tracking and personalized student engagement tools across schools in North America.

The platform provides real-time insights into student emotion and engagement to help educators tailor learning paths and respond to learner needs more effectively.

Emotion-Aware Education
Real-Time Analytics
Educator Insight Dashboard

The Challenge

The client needed a secure, scalable mobile solution that could track student emotions and behaviors in real time, integrate with existing school systems, manage sensitive student data appropriately, and deliver meaningful analytics to educators without performance issues.

Our Solution

Citrusbug designed and developed a secure and scalable emotion-based learning platform leveraging mobile technology, cloud services, and real-time analytics to track mood, engagement, and learning behavior while keeping data privacy standards and performance at the forefront.

Emotion & Engagement Tracking

Developed tools to capture and analyze student emotional states and engagement signals.

Educator Dashboards

Created dynamic dashboards for educators to monitor class and individual student engagement.

Secure Data Architecture

Built secure backend infrastructure with Python Django, PostgreSQL, and Redis.

Mobile Experience

React Native mobile app delivering a responsive experience for tracking and insights.

How We Delivered

1

Discovery & Alignment

Conducted workshops with educators and psychologists to define key features and UX goals.

2

Architecture & Planning

Designed microservices-based scalable cloud architecture.

3

Engineering & Integration

Built mobile app, backend APIs, and analytics components.

4

Testing & Validation

Performed QA including performance and security validation.

5

Deployment & Support

Deployed the solution to production with ongoing cloud support and monitoring.

Outcomes Delivered

99.99% Platform Uptime

Delivered enterprise-grade reliability while serving 500+ schools across North America.

5M+ Mood Entries Processed

Processed over five million emotional data points to generate real-time educator insights.

100,000+ Concurrent Users Supported

Successfully handled peak-hour traffic without performance degradation.

50% Infrastructure Cost Reduction

Optimized cloud resource allocation to significantly lower operational expenses.

Related Capabilities

Healthcare Consulting Generative AI Development Healthcare App Development Cloud Application Development

Facing a Similar Challenge?

If your educational product needs intelligent analytics, emotion tracking, or personalized learning features, our team can help you design and build the right solution.

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