
During September 2025, J. Brzensk supported the Day 2 Prado Dam data workshop in the tgstone/sio-math-workshop repository by consolidating datasets and integrating Python and MATLAB workflows for interactive data analysis and visualization. Brzensk focused on code cleanup, removing 29,000 unnecessary lines, refining documentation, and aligning naming conventions to improve reproducibility and onboarding. The work included synchronizing Python and MATLAB example notebooks, adding run scripts, and updating requirements to ensure build and run readiness. Leveraging skills in Python, MATLAB, and data engineering, Brzensk enhanced the codebase’s stability and usability, enabling more reliable training outcomes for scientific data analysis workshops.

September 2025: Delivered end-to-end Day 2 Prado Dam data workshop support in tgstone/sio-math-workshop, consolidating datasets and notebooks, establishing Python/MATLAB workflow examples, and refining documentation for interactive data analysis and visualization. Major codebase cleanup and targeted bug fixes improved stability, reproducibility, and workshop readiness.
September 2025: Delivered end-to-end Day 2 Prado Dam data workshop support in tgstone/sio-math-workshop, consolidating datasets and notebooks, establishing Python/MATLAB workflow examples, and refining documentation for interactive data analysis and visualization. Major codebase cleanup and targeted bug fixes improved stability, reproducibility, and workshop readiness.
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