
Worked on the equinor/semeio repository to deliver four new features focused on improving user experience, reproducibility, and maintainability. Enhanced the fmudesign tools with clearer error feedback, richer help text, and user-friendly links for bug reporting and feature requests. Enforced explicit handling of the distribution_seed parameter to ensure reproducible analyses and added beta distribution support for more flexible probabilistic modeling. Undertook code cleanup by renaming functions, refactoring main routines into smaller units, and removing deprecated plotting functionality. Leveraged Python for backend development, code organization, and error handling, resulting in a more maintainable and user-friendly command-line interface.
October 2025: Focused on UX improvements, reproducibility, and maintainability for equinor/semeio. Delivered user-facing messaging enhancements for fmudesign tools, ensured explicit distribution_seed handling for reproducible analyses, added beta distribution support in design_distributions, and completed code cleanup with internal refactors (rename excel2dict to excel_to_dict, refactor main, unify path handling, and removal of deprecated tornado plotting). These changes improve product quality, reduce nondeterminism, and simplify future maintenance.
October 2025: Focused on UX improvements, reproducibility, and maintainability for equinor/semeio. Delivered user-facing messaging enhancements for fmudesign tools, ensured explicit distribution_seed handling for reproducible analyses, added beta distribution support in design_distributions, and completed code cleanup with internal refactors (rename excel2dict to excel_to_dict, refactor main, unify path handling, and removal of deprecated tornado plotting). These changes improve product quality, reduce nondeterminism, and simplify future maintenance.

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