Work

Briefly

Nuxt
Python
Netlify
LLM

AI-driven newsletter feed

Briefly screenshot

Briefly is a Tiktok-like newsletter feed reader.

How does it work

  1. It scans my inbox for newsletter issues and parses the article links.
  2. I use ETLs to ingest cleaned data in a database (clean URL, enrich with metadata such as the Open Graph image, etc.)
  3. Build a feed based on the popularity of the article (from how many newsletters was it part of) and recency using exponential scoring.

I built a Tiktok-like feed to swipe through the articles to improve the discovery experience.

Interesting projects with a strong Data engineering component. I loved using Polars instead of panda for once.