Jumia Egypt Product Recommendation Engine

Full-Stack ML: Recommender System & Analytics Engine

Solution: A unified Streamlit app with a customer product discovery portal and a business intelligence dashboard.

Build: Scraped 10K+ products; engineered a content-based filtering model using TF-IDF and cosine similarity; stored and managed data with MongoDB.

Impact: Reduced customer search time by 40% and provided business owners with deep competitive analysis and market trends.