The development of Artificial Intelligence (AI) and Machine Learning (ML) models is advancing at an unprecedented pace, presenting both remarkable opportunities and significant ethical challenges. The ethical challenges in this domain are multifaceted and stem from various aspects including data privacy, algorithmic bias, transparency, accountability, and the socio-economic impact of AI. Addressing these ethical concerns