
Developed a cohesive Limits & Derivatives math workshop content package for the tgstone/sio-math-workshop repository, focusing on educational clarity and maintainability. Leveraged Python, Jupyter Notebooks, and Matplotlib to create interactive visualizations, detailed explanations, and practical examples that support both teaching and learning. Refactored documentation by reorganizing derivative materials into a dedicated docs folder, updating links, and enhancing the index for improved discoverability. Addressed dependency management and fixed broken links to ensure reliable execution and future scalability. The work streamlined instructor onboarding and reduced setup time, resulting in a robust, reusable resource for mathematics education and scientific computing contexts.
September 2025: Delivered a cohesive Limits & Derivatives Math Workshop content package for tgstone/sio-math-workshop, including an initial notebook, detailed explanations, interactive visualizations, and robust notation notes. Completed a documentation refactor moving derivatives into the docs/ folder, with updated links and an index entry to improve discoverability. Performed targeted maintenance (dependency updates and link fixes) to ensure long-term reliability and easy future updates. The work enhances instructor onboarding, reduces setup time, and provides a scalable, up-to-date teaching resource with clear technical and business value.
September 2025: Delivered a cohesive Limits & Derivatives Math Workshop content package for tgstone/sio-math-workshop, including an initial notebook, detailed explanations, interactive visualizations, and robust notation notes. Completed a documentation refactor moving derivatives into the docs/ folder, with updated links and an index entry to improve discoverability. Performed targeted maintenance (dependency updates and link fixes) to ensure long-term reliability and easy future updates. The work enhances instructor onboarding, reduces setup time, and provides a scalable, up-to-date teaching resource with clear technical and business value.

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