Worked on the sktime/sktime repository to address a critical issue affecting dataset loading for time-series analysis. Delivered a targeted bug fix in Python that updated hardcoded version strings within the load_fpp3 function, ensuring compatibility with the latest CRAN releases and resolving failures caused by archived URLs. This change improved the robustness and reproducibility of data processing workflows, particularly for tutorials and benchmarks relying on CRAN datasets. The solution was narrowly scoped to the loader code, introducing no new dependencies and minimizing risk. Emphasized clear commit messages and traceable pull requests, demonstrating a methodical approach to Python-based bug fixing.