Amelia Ellison focused on configuration and documentation enhancements for the spiceai/cookbook and spiceai/docs repositories, addressing onboarding and integration challenges. She updated spicepod.yaml to rename the Hugging Face token key, aligning with new library requirements and streamlining environment setup. Using TypeScript, yaml, and Markdown, Amelia refreshed demonstration content and rebranded documentation from AWS to Amazon, ensuring consistency across user-facing materials. Her work included updating README files and adding video references for LLM memory and local Llama demos, which improved clarity for external users. The depth of her contributions lay in harmonizing content and configuration to support seamless user adoption.