Systems
Recommender Systems
Personalization
Ad Ranking
Machine Learning for Snapchat Ad Ranking
- Redesigning Pinterest’s Ad Serving Systems with Zero Downtime | by Pinterest Engineering | Pinterest Engineering Blog | Medium
- LinkSage: GNN-based Pinterest Off-site Content Understanding | by Pinterest Engineering | Pinterest Engineering Blog | Medium
- The machine learning behind delivering relevant ads | by Pinterest Engineering | Pinterest Engineering Blog | Medium
Search and Retrieval
Content Moderation
Issues
Feedback
Implicit Feedback
Explicit Feedback
Feedback Loops
Cold Start Problem
Feature Sharing
Tools
Orchestrators
Apache Ray
- Ray Infrastructure at Pinterest
- Ray Batch Inference at Pinterest (Part 3) | by Pinterest Engineering | Pinterest Engineering Blog | Medium
- How Uber Uses Ray® to Optimize the Rides Business | Uber Blog
Logging
Feature Stores
Feature Caching
- Feature Caching for Recommender Systems w/ Cachelib | by Pinterest Engineering | Pinterest Engineering Blog | Medium
- CacheLib | CacheLib
Model Stores
Monitoring
Inference
ML Platforms
Scaling AI/ML Infrastructure at Uber | Uber Blog
