AI, My Holiday Elf: Building a Gift Recommender for the Perfect Christmas | by Shuqing Ke

How I used AI and Streamlit to create a festive and fun gift recommendation app

The holiday season is upon us — time for lights, mulled wine, churros, and gift shopping! But let’s face it, finding unique, thoughtful presents can quickly become a chore. Tired of the same old suggestions like cologne for men and generic toys for kids, I decided to bring some AI magic to my gift-shopping experience.

In this article, I’ll walk you through how I created a fun, personalized gift recommender using AI and Streamlit — perfect for saving time and spreading festive cheer! The repo link will be added at the end of the article.