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Dr. Kattoum's research lab focuses on bridging chemistry educational research and applied machine learning by developing ML-based placement and recommendation systems, while rigorously studying how AI influences student learning trajectories. Her work is rooted in discipline-based research in STEM education and informed by algorithmic insights aimed at improving educational outcomes at both individual and institutional levels.