Projects · 2023

Movie Recommender

A hybrid recommender over 100,000+ films scraped from IMDb, combining embedding-based collaborative filtering with content-based filtering on movie metadata.

• Scraped over 100,000 movies with BeautifulSoup4 and Selenium.
• Neural collaborative filtering with both user- and item-based similarity.
• Content-based filtering on metadata to improve cold-start recommendations.

• recommender systems
• web scraping