Responsible AI Governance Framework for LedgerNova Systems

Developed a comprehensive Responsible AI (RAI) Framework for LedgerNova Systems, a financial technology organization. This framework establishes ethical AI principles, governance structures, accountability processes, employee training requirements, lifecycle controls, performance metrics, risk management practices, and long-term impact monitoring. The project integrates industry-leading standards from NIST, OECD, ISO/IEC 42001, IEEE, and the White House AI Bill of Rights to create a practical and scalable approach for responsible AI development, deployment, monitoring, and retirement. The framework emphasizes transparency, fairness, privacy, security, human oversight, and continuous improvement while providing measurable controls and clear organizational accountability.