Project scope
Categories
Data analysis Data modelling Software development Machine learning Data scienceSkills
mockup python (programming language) angular (web framework) microservices user experience (ux) node.js (javascript library) behavioral pattern database schemaFreeFuse content is navigated in non-linear paths. This project will analyze those user journeys and develop a clustering engine that groups viewers into segments based on interaction styles. These clusters will enable real-time content personalization and adaptive UX.
Students will build a backend microservice to identify behavioral patterns and build content delivery logic for distinct personas.
- Backend clustering microservice (Python + Node.js)
- Database schema for clustered user data
- Angular-based visualization of user paths
- Integration mockup into FreeFuse’s personalization module
- Final report on optimization opportunities
Providing specialized, in-depth knowledge and general industry insights for a comprehensive understanding.
Sharing knowledge in specific technical skills, techniques, methodologies required for the project.
Direct involvement in project tasks, offering guidance, and demonstrating techniques.
Providing access to necessary tools, software, and resources required for project completion.
Scheduled check-ins to discuss progress, address challenges, and provide feedback.
Supported causes
The global challenges this project addresses, aligning with the United Nations Sustainable Development Goals (SDGs). Learn more about all 17 SDGs here.
About the company
FreeFuse aims to address the problem of low engagement, conversions, brand recognition, and brand loyalty by focusing on delivering personalized, engaging, and relevant digital experiences for users.