Projects
- E-commerce Platform
Multivendor e-commerce platform designed to streamline vendor management and enhance customer engagement. Built with Django focusing on scalability and user experience.
- Sales Data Visualization
Tableau dashboard visualizing sales transaction data to provide actionable insights through interactive visualizations. Enables exploration of complex data patterns and trends.
- Food Delivery App
Comprehensive food delivery mobile app offering intuitive ordering experience and efficient delivery services. Designed for both customers and delivery personnel.
- Sales Data Mining
Data analysis and pattern recognition in sales data using machine learning. Identifies trends, predicts customer behavior, and uncovers actionable insights.
- Coffee Disease Detection
AI-powered system using computer vision to identify coffee leaf diseases (Cercospora, Leaf Rust, Phoma). Provides accurate predictions and treatment recommendations.
- Farmer Mobile App
React Native app for Ethiopian farmers. Features real-time disease prediction via camera, offline-first design, and treatment recommendations in local languages.
- Researcher Portal
React-based portal for researchers. Includes bulk image upload for model retraining, performance analytics dashboard, and annotation tools for new disease types.
- AI Backend System
Django backend serving both mobile and web apps. Features custom CNN model (85% accuracy), automated data augmentation pipeline, and REST API endpoints.