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Xiaobo Ma is a Data Scientist with experience in natural language processing, causal inference, sequence models, convolutional neural networks, reinforcement learning, supervised/unsupervised machine learning. They have also served as a Committee Member for multiple organizations related to artificial intelligence in transportation and data analytics. Xiaobo has a background in research, consulting, and academia, with a focus on Intelligent Transportation Systems and a Ph.D. in Engineering. Additionally, they have held leadership positions in the Institute of Transportation Engineers and have experience teaching transport engineering courses.