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Ayush Gupta

I am an undergraduate student in Computer Science with a minor inBusiness, where I have developed a strong foundation in machinelearning, computer vision, and their applications to real-worldproblems. My early research explored applying ML techniques tohealthcare, including EMG-based gesture recognition and signalclassification.

I am currently working at the MPS Lab on optimizing auto tuners forlarge language model inferencing through the MLIR (Multi-LevelIntermediate Representation) framework, focusing on compiler-levelperformance improvements and scalable system design.

I aim to pursue research at the intersection of efficient deeplearning systems and applied AI, contributing to advancements in modeloptimization and deployment for large-scale intelligent systems.