1. Introduction: The Evolution of Fish Farming and Its Significance Fish farming, or aquaculture, has evolved from humble beginnings in ancient ponds to a high-tech global industry. This journey reflects humanity’s enduring effort to harness aquatic resources sustainably. From manual pond management rooted in observation and seasonal patterns, early fish farmers laid the foundation for today’s intelligent systems that blend centuries of knowledge with cutting-edge technology. At its core, fish