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Abstract

Hey everyone! I’m Teerapong Panboonyuen, but you can call me Kao. I’m passionate about developing AI that makes a meaningful impact on the world. Currently, I’m a Senior AI Research Scientist at MARS (Motor AI Recognition Solution) and a Postdoctoral Fellow at Chulalongkorn University, where I earned my Ph.D. in Computer Engineering with a focus on AI methodologies. In my research, I delve into advanced architectures like LLMs and Transformers, leveraging attention mechanisms to optimize model performance. I’m particularly fascinated by their applications in remote sensing and geospatial analysis, where we can apply mathematical techniques such as convolutional neural networks (CNNs) and recurrent neural networks (RNNs) to extract meaningful patterns from complex datasets. My work often involves employing statistical models and optimization algorithms to enhance predictive accuracy and interpretability. I also enjoy teaching machine learning, guiding students through concepts like gradient descent, regularization techniques, and the intricacies of deep learning frameworks. My mission is to push the boundaries of AI, harnessing its power to tackle real-world challenges through rigorous mathematical foundations and innovative problem-solving. Together, let’s create technology that not only advances our understanding but also drives positive change in our communities!