Unlocking AI Reliability in Data Visualizations at Plotly
As a Senior SDET at Plotly, I led the charge in validating our new AI-driven tool, Plotly Studio, designed to simplify data visualizations and analytics. My focus: ensuring it can handle real-world, messy datasets. Here’s how we achieved groundbreaking results:
- Initial Challenge: Our early success rate with 100+ diverse datasets was only 30%.
- Innovative Approach: I developed an internal benchmark system that tests the entire user experience, not just isolated units.
- Automated Process:
- CI triggers daily tests across all datasets.
- Each app is launched in a real browser without errors.
- Visual outputs are verified using screenshots.
- Remarkable Outcome: We recently celebrated a 100% success rate on our latest run!
Dive into the technical details in my full write-up here. Your feedback is invaluable—let’s drive innovation together! 🚀
