All Service Provider
Android recommender system for home services using matrix factorization with Django backend.
AndroidDjangoMatrix FactorizationREST APIPython
Overview
A full-stack mobile application that recommends home service providers (plumbers, electricians, cleaners) to users based on their preferences and history. The recommendation engine uses matrix factorization to predict user-service compatibility.
Built with an Android client for the user interface and Django REST backend for the API and recommendation computations. The system handles user profiling, service provider management, and personalized recommendations at scale.
Key Features
✓Matrix factorization-based recommender system
✓Android mobile client with intuitive service browsing
✓Django REST backend for API and computation
✓User profiling and preference learning
✓Service provider management and rating system