Artificial Intelligence (AI) and Machine Learning (ML) have advanced rapidly in recent years, revolutionizing multiple aspects of our lives, including healthcare, finance, transportation, and entertainment. However, alongside this remarkable progress comes an urgent need to address the ethical challenges associated with the development and deployment of AI and ML systems. As these technologies become more embedded in society, it is essential to carefully consider the ethical implications they introduce.