Category: Assignment

In Slack, error handling is important when messages don’t send or channels don’t sync. Even though this sounds like just a missed interaction, it…

Different platforms personalize for different reasons. I looked at Spotify, LinkedIn, and TikTok to see how they adjust when I interact with content way…

TikTok relies heavily on hyper-personalization to drive its core business model. Because the platform is centered on capturing short-term attention through brief video content,…

Spotify uses hybrid recommender systems to drive longer listening and reduce churn. Spotify’s own research shows that personalized playlists (like Discover Weekly, Daily Mix,…

Introduction In today’s world, a “one size fits all” business model can be detrimental to success. Every company aims to make you believe their…

Across Slack, Uber, and consumer banking apps, error handling isn’t just part of UX; it’s a revenue-protection strategy. Each product encounters different high-stakes failure…

Spotify  A large part of Spotify’s personalization comes from the playlists and mixes they provide. These are based on songs, artists, and genres the…