Technical Projects

A collection of software engineering and data science projects showcasing full-stack development, machine learning applications, and scalable system design.

Electric Vehicle Rental Platform - EcoRides Kigali

Aug 2024 - Jan 2025Full-Stack Development

Architected and developed full-stack EV rental platform serving the growing sustainable transportation market in Kigali.

Key Achievements:

  • Built with React.js, Node.js, and MongoDB
  • Real-time booking system processing 500+ daily transactions
  • Secure payment gateway supporting multiple currencies with 99.9% uptime
  • Scalable architecture handling high-volume concurrent users

Technologies:

React.jsTypeScriptNode.jsExpress.jsMongoDBPayment IntegrationReal-time SystemsAgile DevelopmentJira

Student Records Management System - Angaza Center

Aug 2023 - Sep 2023Enterprise Software

Led development of a comprehensive SaaS platform designed to streamline educational administration across multiple institutions.

Key Achievements:

  • Serves 10+ educational institutions with centralized management
  • Built using ReactJS and PostgreSQL for robust data handling
  • Secure REST APIs handling 2000+ daily requests
  • Comprehensive technical documentation and staff training program

Technologies:

ReactJSExpress.jsNode.jsTypescriptPostgreSQLREST APIsSaaS ArchitectureAgile developmentJiraTechnical DocumentationAfrica TalkingCI/CDAWS

Customer Classification Research Project

Dec 2023 - Jan 2024Data Science & ML

End-to-end machine learning project focused on customer segmentation using advanced classification algorithms.

Key Achievements:

  • Implemented complete ML pipeline using scikit-learn and Python
  • Comprehensive data preparation, EDA, and feature engineering
  • Achieved 85% accuracy in customer segmentation models
  • Published technical documentation and presented findings to faculty

Technologies:

Pythonscikit-learnPandasStatistical AnalysisMachine LearningHugging FaceData VisualizationTechnical DocumentationJupyter NotebooksWeights & BiasesGit

Looking for More Details?

These projects represent a selection of my technical work. For additional projects, code samples, or detailed technical discussions, feel free to reach out.

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