Movie-Match Portfolio
Live Demo — AI Recommender System

Movie-Match

Content-based movie recommender powered by machine learning. Pick any movie and discover 5 similar films tailored to your taste.

Python Machine Learning Cosine Similarity TMDB API NLP · TF-IDF 4800+ Movies

Content-Based Filtering

Analyses movie metadata — genres, cast, crew, overview — to find cinematically similar titles.

Cosine Similarity

TF-IDF vectorised text features compared with cosine similarity across 4,800+ movies from TMDB.

Live Poster Fetch

Movie posters fetched in real-time from The Movie Database (TMDB) API for each recommendation.

Selected: ✕ clear

Fetching recommendations & posters…

Because you liked