Canva

From Intern Project to Production: How I Shipped the Draw Tool for Canva's Present Mode

• Draw tool From Intern Project to Production: How I Shipped the Draw Tool for Canva’s Present Mode Overview of the technical hurdles I overcame to evolve my intern project into a

Measuring Commercial Impact at Scale at Canva

• Data Analytics Measuring Commercial Impact at Scale at Canva How We Built Canva’s IMPACT App with Streamlit in Snowflake Executive Summary At Canva, experimentation is at the cor

Image replacement in Canva designs using reverse image search

• Canva automates image replacement using reverse image search to maintain library quality. • The system models similarity hierarchically: subject, color, positioning, background,

The foundations of Canva's continuous data platform with Snowpipe Streaming

• Canva’s user base tripled to 200M, driving demand for scalable product analytics. • Addressed cost, speed, and correctness of data insights for product decisions. • Implemented s

Canva incident report: API Gateway outage

• 12 Nov 2024: Canva.com outage lasted ~52 minutes, impacting global users. • Root cause: API Gateway cluster failure triggered by editor deployment, locking, Cloudflare network is

The science of routing print orders

• Canva’s Print team uses graph traversal to route orders across a global, distributed printing network. • A configurable rules engine ensures deterministic routing, balancing spee