During December 2024, Vishal Paliwal focused on enhancing the aws-neuron/aws-neuron-sdk repository by updating the training model catalog to include Llama 3.1 and Llama 3 entries. He worked primarily with reStructuredText (RST) to deliver clear, maintainable documentation, introducing new configuration references for neuronx-distributed and nxd-training to support scalable distributed training workflows. By linking relevant tutorials and sample documentation, Vishal improved onboarding and model discoverability for AWS Neuron SDK users. The work demonstrated depth in technical documentation and alignment with evolving product features, ensuring that the documentation accurately reflected the latest models and training configurations for end users.