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Pratik Chaudhari is an Assistant Professor at the University of Pennsylvania, specializing in the theoretical and practical aspects of deep learning. His research focuses on understanding the mathematical underpinnings of deep learning algorithms and designing innovative solutions to improve their efficiency and robustness. He is particularly interested in optimization, generalization, and the intersection of machine learning with physics and engineering.With a strong emphasis on practical application, Pratik's work bridges the gap between theoretical advancements and real-world implementation, enabling better performance in diverse domains such as healthcare, robotics, and autonomous systems. He is deeply committed to mentoring students and fostering innovation in the field of artificial intelligence.