At Servo, I enhanced the Mach CLI with GitHub Actions to automate inline code annotations on pull requests, reducing developer review time by 20%. I also integrated Pyrefly into the CLI and applied it across most of Servo's Python codebase.
I modernized Servo's WebIDL code generator by moving it to a strictly typed environment. Resolving more than 1,000 type annotation errors with Pyrefly and Ruff also uncovered latent bugs.
At Layer5, I engineered a Docker-based end-to-end testing framework that simulated Kubernetes deployments locally, removing the need for remote clusters. I also helped restore and optimize the Kanvas Snapshot tool within GitOps workflows.
Earlier, at SoftwareSeni Indonesia, I translated a design system into a shared theme for two teams and developed an ISO date-generation algorithm for a date picker. I’ve also contributed to Servo, Meshery, and AsyncApi - Modelina.

