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Dr. Rugmini Ammal P.'s research focuses on Electro-analytical Chemistry and Coordination Chemistry, with a special emphasis on the corrosion inhibition properties of N, S, O donor ligands. Her work involves studying these ligands' effectiveness in preventing the corrosion of metals, particularly mild steel, in different corrosive environments. She also integrates machine learning techniques into her research, applying them to corrosion studies to predict and enhance corrosion resistance. Additionally, her research extends to using machine learning in drug discovery, optimizing the identification and design of potential pharmaceutical compounds.