Sarbik Bhattacharya developed a flexible internationalization translation extraction feature for the atlanhq/i18n repository, enabling translations to be generated for specific frontend branches through a new frontend-branch parameter. This approach leveraged JavaScript, Shell scripting, and YAML to automate branch-aware workflows and integrate seamlessly with CI/CD pipelines using GitHub Actions. By allowing per-branch translation creation, Sarbik’s work improved deployment and testing flexibility, reduced manual translation scoping, and enhanced collaboration between i18n and frontend teams. The solution addressed the need for environment-specific translations, supporting custom deployments and accelerating release readiness, while demonstrating depth in scripting and repository automation practices.