Worked on the glotzerlab/freud repository to enhance Python accessibility for core analysis routines by porting the StaticStructureFactorDirect class to nanobind, enabling direct Python bindings and addressing related correctness issues. Leveraged C++, Python, and CMake to ensure that Python users could reliably access and utilize the static structure factor implementation. Improved the continuous integration workflow by updating CI/CD pipelines to automatically run diffraction-related tests, increasing technical robustness and validation coverage. Focused on delivering features that provided clear business value while maintaining code quality, with an emphasis on automated testing and maintainability throughout the development and refactoring process.