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SECURE BOOT SEQUENCE v2.4.1
>INITIALIZING SECURE KERNEL..._
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70 repositories — filter by stack. Projects can appear in multiple categories.
Insurance Policy Clause Extractor
TypeScript/Node.js RAG pipeline that ingests policy PDFs, chunks clauses, extracts structured coverage facts with Claude, and serves semantic search over PostgreSQL + pgvector.
Mobile Money Agent Network Platform
Mobile money agent network reliability platform — real-time agent status tracking, a customer-facing locator for finding active agents nearby, and regional health analytics for underserved areas.
React Native + Expo Dictionary
Cross-platform dictionary app built with React Native and Expo — word search, definitions, audio pronunciation, and search history via drawer navigation, powered by the Free Dictionary API.
5-Point Alignment + ONNX Inference
CPU-first face recognition pipeline using ArcFace ONNX models with 5-point facial alignment for robust identity matching.
Enterprise Java Billing Backend
Automated Java backend for WASAC & REG unified postpaid billing — built with Spring Boot for enterprise-grade reliability.
Identity Lock & Continuous Tracking
Face-locking and tracking system that recognizes an enrolled identity and maintains tracking across frames even when recognition is uncertain.
Full-Stack E-Commerce
Full-stack e-commerce platform — React/TypeScript frontend and Next.js + Supabase backend for BestBuy Electronics.
Educational Vulnerability Scanner
Educational security scanner with a planted-flaw test range sandbox — learn scanning, detection, and remediation in a safe environment.
Automatic Number Plate Recognition
End-to-end ANPR pipeline: plate detection, alignment, and OCR for automatic number plate recognition from images/video.
Patient Records & Appointments
Java clinic management system — versioned patient records, appointment scheduling, and practitioner workflows for small practices.
AI Camera + IoT Servo Tracking
AI-powered speaker face recognition and camera tracking system with MQTT-based ESP8266 servo control for automated pan/tilt.
Java + React E-Commerce
Full-stack e-commerce — React frontend with Java backend for product catalog, cart, checkout, and order management.
Vehicle Services Platform
Full-stack Car Connect platform — JavaScript/Node backend and TypeScript React frontend for vehicle service workflows.
AI + IoT Recognition System
PC-based face recognition and tracking with ESP32 integration and a live dashboard for monitoring detections.
Government Payroll Backend
Spring Boot backend for the Government of Rwanda ERP payroll module — employee records, salary computation, and payroll workflows.
ACID Transactions Demo
Demonstrates MongoDB multi-document ACID transactions in Node.js for reliable financial-style updates.
CNN Machine Learning Model
CNN in TensorFlow to classify handwritten digits and text from labeled datasets with training and inference pipelines.
Team Schedule & Shift Management
Rails app for team scheduling — view shifts, request swaps with coworkers, and manage schedule changes.
Python Data Extraction
Scrapes structured data from websites using Python and BeautifulSoup with multi-page crawl support.
IoT Weather Monitoring
IoT weather monitoring using MQTT pub/sub — Python Flask backend receives sensor data and serves a live dashboard.
WebSocket + MQTT Smart Home
Web-based IoT dashboard for scheduling a light via graphical UI, WebSocket, MQTT, and Arduino — simulating real smart-home automation.
OCR Desktop + Web App
OCR application with desktop and web interfaces for scanning, extracting, and exporting text from images and PDFs.
Real-Time Face Landmarks
Python facial detection project using MediaPipe for real-time face landmark detection and visualization.
Fire Extinguisher Tracking System
Full-stack fire extinguisher management system for TZW LTD — track inspections, locations, expiry dates, and compliance status.
CV-Driven Camera Pan
Python face detection linked to stepper-motor control — pan the camera toward detected faces.
Full-Stack Microservices
Full-stack car parking system built with microservices — Node.js, Express, React, and MongoDB for managing parking operations.
TypeScript Marketplace
TypeScript marketplace application focused on product discovery and commerce UI patterns.
Socket.io Instant Messaging
Real-time chat application built with Socket.io — multiple users connect and exchange messages instantly.
Computer Vision Part 01
Python computer vision project exploring detection and vision fundamentals for intelligent robotics (Part 01).
ML Property Valuation
Python machine learning project that predicts house prices from property attributes.
Live Feed & Recording
CCTV monitoring system for home or office — set up cameras, view live feeds, and record footage with an easy interface.
React + OpenWeatherMap
Responsive weather app with React and Tailwind — OpenWeatherMap API for current weather and 7-day forecast by location.
Arduino Sensor-Driven Gate
Arduino Uno demo kit — sensor input drives servo gate, LEDs, and buzzer for automated gate control.
TypeScript Mobile UI
TypeScript mobile scroll-view experiment focused on fluid list/scroll UX patterns.
IoT Light Switch Simulator
Web-based MQTT light-switch simulator — control a virtual IoT light from the browser via Python MQTT messaging.
C++ Parking Management
C++ console-based smart parking system for Kigali City — demonstrates hash maps, priority queues, and linked lists for parking management.
Conversational AI Prototype
Python chatbot project exploring conversational response logic and basic NLP interaction patterns.
Library Management System
Java library management system with book records, student records, and GUI for borrowing operations.
Graph Traversal Implementation
Java implementations of Breadth-First Search and Depth-First Search with graph representation and analysis.
JavaScript
A robust backend built with Next.js and Supabase powering the BestBuyElectronics ecommerce platform. Provides secure authentication, product and inventory management, orders, reviews, real-time chat APIs, and a dynamic admin dashboard. Designed with scalable APIs, real-time data handling, and production-ready architecture.
Python
This project demonstrates Depth-First Search (DFS) and Breadth-First Search (BFS) algorithms. These algorithms are key for searching and exploring graphs and trees. This repository provides implementations, explanations, and comparisons of both algorithms to help understand their core concepts and applications in various problems.
JavaScript
This Weather App, developed using Node.js, provides real-time weather updates by fetching data from reliable weather APIs. It allows users to view current conditions, forecasts, and other relevant information for any location. The app features a user-friendly interface and fast response times, making it a valuable tool for daily weather monitoring.