Developed AI-powered system to analyze learning behaviors in students, highlighting performance patterns.
Developed an AI-powered student segmentation system using Machine Learning and K-Means clustering toanalyze student learning behavior and performance patterns. Performed data preprocessing, feature scaling,clustering, and PCA visualization using Python, Pandas, NumPy, and Scikit-learn. Built an interactive Streamlitdashboard for dataset upload, cluster analysis, visual insights, and downloadable analytics reports.
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Dev Modi (2026) studied this question.