"Financial literacy doesn't have to feel like homework anymore" - Our Vision
| Feature | Benefit | Tech Behind It |
|---|---|---|
| AI Financial Coach | Personalized money advice 24/7 | NLP, Machine Learning |
| AR Spending Tracker | See expenses as interactive 3D objects | ARKit, Three.js |
| Goal Gamification | Earn rewards for financial milestones | Smart Algorithms |
| Bank-Grade Security | Read-only access protects user data | OAuth 2.0, Encryption |
Summarizes the research conducted during the project, including gamification, AI models, and visualization methods explored. Details the project’s academic and technical contributions to financial education, AI-driven insights, and immersive visualization. | View Research Contribution |
This table provides quick access to the key documents and planning resources for the Gamified Financial Visualizer project.
| Resource Name | Description | Link |
|---|---|---|
| Documentation | All project documentation related to system requirements (SRS and ARS), coding standards, user stories, and use cases. | View Documents |
| System Design | A visual representation of the infrastructure setup, including the deployment model, domain model, and architectural diagram. | View Diagrams |
| System Setup | Technical installation with a step-by-step guide to set up and run the project on Windows, macOS, or Linux. | View Technical Installation |
| Testing | Testing policy with a consistent testing policy with unit, integration, and end-to-end tests and how to participate in the development of the project. | View testing Policy |
| User Manual | End-user guide to the app’s features and workflows. Explains key features and pages with screenshots, tips, and troubleshooting. | View User Manual |
| AI Hugging Face Model | An AI model that classifies financial transactions into meaningful categories, helping users better understand and manage their spending | View AI Model |
| Project Management | A live board displaying tasks, issues, and sprint progress. | GitHub Project Board |
| Team Collaboration | Overview of team structure, responsibilities, and collaboration tools. | View Group Framework |
| Demo Video | Documentation |
|---|---|
 Demo 1 Video |
Demo 1 Documentation |
| Demo 2 Video |
Demo 2 Documentation |
| Demo 3 Video |
Demo 3 Documentation |
| Demo 4 Video |
Demo 4 Documentation |
| Photo | Name | About | Role | Links |
|---|---|---|---|---|
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Yohali Malaika Kumangu | Full-stack software engineer with a focus on backend development using Node.js, PostgreSQL, and Python. Passionate about building scalable, secure systems and solving complex challenges. Continuously learning to drive innovation, with plans to specialize in data science, AI, and robotics. | Project Manager, Data Engineer |   |
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Lebogang Masenya | Backend-focused software engineer with experience in scalable architecture using TypeScript, Node.js, and PostgreSQL. Passionate about NLP and machine learning, having built custom pipelines with DistilBERT, scikit-learn. and Hugging Face transformers, driven by a philosophy to push the limits of what AI can achieve through robust full-stack integration and experimentation. | Systems Architect, Services Engineer | |
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Mpho Siminya | Creative front-end developer passionate about merging design, code, and interactivity to build responsive, immersive web applications. Skilled in React with TailwindCSS, and experienced in 3D development using Three.js, React Three Fiber, and Blender. Also engaged in exploring game development, animation, and interactive storytelling. | UI Engineer, UI/UX Designer | |
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Nobuhle Mtshali | Passionate about creating seamless digital experiences through modern web and mobile development. I specialize in building intuitive and responsive applications and have hands-on experience with DevOps practices. I’m continuously growing my knowledge in bridging development and deployment to deliver scalable and impactful solutions. | DevOps, UI Engineer | |
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Aundrea Ncube | Driven full-stack developer with a focus on building robust APIs and seamless integrations using Node.js. I bridge development and operations through hands-on DevOps engineering and deployment automation using Microsoft Azure. Continuously learning and passionate about expanding into cybersecurity while mastering deployment engineering to deliver reliable, scalable solutions. | Integration & Testing Engineer | |