Louis developed and integrated the MuDigital Protocol Adapter within the DefiLlama-Adapters repository, enabling automated token listing and total supply retrieval for MuDigital assets through a JavaScript-based API. His work focused on backend development and API integration, employing a modular adapter architecture to expand protocol coverage and improve data fidelity for dashboards and analytics. Louis followed established Git workflows, ensuring traceability with clear commit messages and a referenced pull request. While the scope was limited to a single feature over one month, the adapter’s design enhanced data completeness for MuDigital, providing a reliable foundation for downstream analytics and partner integrations.