Worked on the JohnSnowLabs/johnsnowlabs repository to enhance the Generative AI Lab by implementing de-identification customization and expanding synthetic data generation capabilities. Focused on enabling flexible privacy controls and supporting a wider range of testing scenarios, the work included refining Python SDK integrations and updating Markdown-based documentation to streamline user adoption. No major bugs were addressed during this period, as the primary emphasis was on feature development and documentation engineering. These enhancements improved user guidance, reduced support overhead, and facilitated safer data experimentation, demonstrating skills in technical writing, generative AI, and privacy tooling within a collaborative open-source environment.