
Worked on the COSIMA/cosima-recipes repository to refactor and standardize Sea Ice Coordinates handling, focusing on removing dependency fragility and improving model interoperability. The approach involved eliminating the CFxarray dependency and updating the Sea Ice Coordinates notebook to use native xarray operations, which enabled model-agnostic data analysis. Data loading and coordinate handling were refined to align with common scientific computing practices, increasing compatibility with downstream analysis pipelines. The work leveraged Python, Dask, and xarray within Jupyter Notebooks, resulting in a more maintainable and portable codebase that supports broader data analysis workflows without reliance on specialized external libraries.
October 2025: Focused on removing dependency fragility and increasing model interoperability for COSIMA/cosima-recipes. Delivered a refactor to standardize Sea Ice Coordinates by removing CFxarray dependency, enabling broader compatibility and model-agnostic analysis. Updated the Sea Ice Coordinates notebook to rely on standard xarray operations, and refined data loading and coordinate handling to align with common data analysis practices.
October 2025: Focused on removing dependency fragility and increasing model interoperability for COSIMA/cosima-recipes. Delivered a refactor to standardize Sea Ice Coordinates by removing CFxarray dependency, enabling broader compatibility and model-agnostic analysis. Updated the Sea Ice Coordinates notebook to rely on standard xarray operations, and refined data loading and coordinate handling to align with common data analysis practices.

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