Worked on the Pometry/Raphtory repository to enhance dynamic graph analytics and improve Python interoperability. Developed dynamic graph support for the local clustering coefficient algorithm, updating the GraphView interface to handle real-time, non-static graph structures using Rust and graph theory principles. Improved code maintainability through automated tidy fixes and documentation. Addressed a Python integration issue by fixing edge field visibility in PyEdge and PyMutableEdge, aligning Rust-side visibility with Python usage to prevent runtime access errors. Focused on repository-level changes that enable more robust Python-based data processing pipelines, laying the foundation for future analytics features and dynamic-graph workloads.