Worked on targeted bug fixes in static analysis and backend reliability across the detekt/detekt and apple/pkl repositories, focusing on Java and Kotlin codebases. Addressed false positives in Detekt’s linting by implementing shadowing-aware reporting for fully-qualified Kotlin names, ensuring accurate detection even in complex name collision scenarios. Enhanced static code analysis by refining annotation shadowing logic and simplifying constructor normalization. Improved internationalization robustness in apple/pkl by introducing locale-neutral URI normalization and verifying behavior with unit tests, particularly for Turkish locale edge cases. Emphasized code clarity, reliability, and traceable improvements, leveraging skills in static code analysis, software testing, and backend development.