During June 2025, Foivos All worked on the meta-llama/PurpleLlama repository, delivering support for evaluating custom-tuned Gemini models within the CybersecurityBenchmarks framework. He implemented a feature that updated the authentication mechanism and enhanced CLI input parsing, enabling seamless integration of new Gemini model types. Using Python and leveraging skills in API development and data processing, Foivos ensured that the evaluation pipeline could flexibly test user-tuned configurations. The work focused on expanding the system’s adaptability to evolving machine learning models in cloud environments. While no major bugs were addressed, the feature rollout demonstrated depth in both design and technical execution.