Machine Learning

Data-driven segmentation

Understanding a Diverse User Base with Frequency Segmentation at Scale

Machine Learning

Deep Learning for Infinite (Multi-Lingual) Keywords

Search and Relevance

Search Pipeline: Part I

How we are rebuilding Canva’s search stack…

Machine Learning Infrastructure

Supporting GPU-accelerated Machine Learning with Kubernetes and Nix

Computer vision

Going Deeper with Depth Maps

How we use machine learning to estimate…

Computer Vision

Combining Classic and Modern: A New Approach to Camera Simulation

Applying classic principles from physics and optics to build the best possible camera effects at Canva

Recommender Systems

Recommender systems: When they fail, who are you gonna call?

How we deal with potential problems when running Canva’s recommendation system

Machine learning

Machine learning hyperparameter optimization with Argo

Data Science

Subscription analytics at scale

Evolving Canva’s subscription data…