Worked on enhancing the Gamma distribution documentation in the AllenDowney/pymc repository, focusing on improving clarity for users during onboarding and model development. The update explicitly defined the shape (alpha) and rate (beta) parameterization, aligning the documentation with the mathematical conventions and usage patterns found in PyMC’s API and examples. This technical writing effort, implemented using Python and leveraging strong documentation skills, aimed to reduce ambiguity for model builders and support smoother adoption of the distribution API. The work addressed a key area of user confusion, ensuring that the documentation accurately reflected the underlying mathematical definitions and practical usage scenarios.