Worked on the contentauth/c2pa-rs repository to deliver FLAC format support, implementing a dedicated asset handler and refactoring shared ID3v2 logic to streamline audio processing workflows. Enhanced error handling and expanded test coverage ensured greater resilience across the asset pipeline, while documentation was reorganized and enriched with FLAC-specific content and samples. In subsequent work, focused on backend development by improving diagnostics for action verification, introducing detailed ingredient mismatch error messages and supporting tooling for faster triage. All changes were implemented in Rust, emphasizing software architecture, robust testing, and maintainability, with careful attention to code quality and developer experience throughout.