The effective monitoring of river water quality in Bangladesh is a complex challenge that has significant implications for public health, environmental sustainability, and economic development. The main problem lies in establishing a comprehensive and efficient system for regularly assessing the condition of river water. Bangladesh’s rivers are subject to various forms of pollution, including industrial effluents, agricultural run-offs, and domestic waste, leading to a deterioration of water quality. A robust problem statement for this challenge would address the need to develop a reliable and continuous water quality monitoring system. Such a system should be capable of tracking various indicators of pollution, such as chemical contaminants, biological agents, and physical changes in the water. The challenge is further compounded by the need for this system to cover a vast network of rivers across diverse geographical and climatic regions. Moreover, the problem statement must consider the integration of advanced technologies such as remote sensing, IoT (Internet of Things) sensors, and AI (Artificial Intelligence) for real-time monitoring and data analysis. This technological integration should be complemented by the establishment of local and national protocols for water quality assessment and reporting. Effectively monitoring river water quality in Bangladesh is essential not only for protecting the environment but also for safeguarding public health and supporting sustainable economic activities that depend on clean water. Overcoming this challenge requires a coordinated approach involving government, local communities, environmental experts, and technology innovators.