Category
Data-Driven Segmentation
How we developed a bespoke frequency-recency segmentation to understand our users' diverse usage patterns.
Machine Learning
How we used a CLIP-inspired model to suggest keywords for template labeling in multiple languages.
Search and Relevance
How we are rebuilding Canva's search stack and pipeline.
Machine Learning Infrastructure
It ain't what you don't know that gets you into trouble — well, sometimes it is.
Computer Vision
How we use machine learning to estimate depth and salience maps for photos in Canva.
Applying classic principles from physics and optics to build the best possible camera effects at Canva.
Recommender Systems
How we deal with potential problems when running Canva's recommendation system.
