During the month, contributed to awslabs/ai-on-sagemaker-hyperpod by enhancing documentation and streamlining onboarding through a migration from Hugo to Docusaurus, resulting in clearer navigation and faster knowledge transfer. Authored a new AWS CLI guide for Data Repository Association creation, supporting users with practical, step-by-step instructions. In aws-samples/awsome-distributed-training, improved system observability by updating the EFA Node Exporter Dockerfile to the latest procfs and node_exporter versions, increasing reliability and validation. Demonstrated proficiency in Docker, AWS CLI, and technical writing, focusing on maintainable solutions that reduce onboarding time and accelerate issue resolution across cloud-based DevOps environments.