Arkhum Khan developed foundational cybersecurity data infrastructure for AI workflows in the Chameleon-company/MOP-Code repository, focusing on integrating the MEDSECURE_AI project. He incorporated the KDDTrain+_20Percent.txt dataset to support machine learning model training and testing, establishing a reproducible environment for future experimentation. His work emphasized data engineering and cybersecurity, ensuring the repository was well-structured by removing obsolete directories and improving onboarding readiness. Although no bugs were addressed during this period, Arkhum’s contributions laid essential groundwork for secure AI model development, prioritizing maintainability and clarity in project organization while leveraging his expertise in data engineering and machine learning within a text-based environment.