Worked on expanding the scope of the CaleyPy repository to support AI-based and large-scale graph capabilities, focusing on foundational changes that enable future integration of machine learning and reinforcement learning methods. Updated the project’s documentation using Markdown to clearly outline new directions, planned features, and efficient graph algorithms, ensuring that technical stakeholders have visibility into upcoming enhancements. Emphasized AI integration and technical writing to align the product’s roadmap with broader business goals, setting the stage for scalable adoption. The work established a clear foundation for future development, prioritizing traceability and scalability while maintaining comprehensive and accessible documentation throughout the process.