Worked on the xtdb/arrow-java repository to deliver a compliance-focused update that enhanced third-party license attribution for Netty and Guava dependencies. The approach centered on updating the NOTICE and LICENSE files, ensuring that all attributions accurately reflected the correct versions and sources of third-party code. No changes were made to the runtime behavior, minimizing risk while improving transparency and audit readiness. Leveraged Java and skills in code attribution, license compliance, and third-party code management to support governance and customer trust. The work enabled more accurate audits and licensing disclosures, contributing to improved third-party risk management and clear documentation practices.