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My research focuses on experimental particle physics, with two primary directions: contributing to the testing and development of the ATLAS Inner Tracker (ITk) for the High-Luminosity LHC upgrade during LS3, and developing machine-learning-driven search strategies to identify anomalous events within Standard Model backgrounds as potential signatures of new physics.