The Privacy Officer is responsible for developing and implementing the policies and procedures required by the HIPAA Privacy Rule within a covered entity or business associate. This includes ensuring compliance with privacy practices, conducting training, managing access to PHI, addressing privacy complaints, and providing guidance on privacy regulations and requirements.