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My PhD research is centered on leveraging Artificial Intelligence to address environmental challenges, with a specific focus on water quality monitoring and tracking in lakes. By employing advanced techniques such as transfer learning, meta-learning, and deep learning, I aim to develop AI models that can accurately assess water quality and various lake features. The insights derived from these models will inform strategies to enhance lake water quality and preserve aquatic biodiversity.