AI-powered personalized learning insights system - Claude

youre a creative and innovate engineer, come up with an interesting idea to stand out from the rest, while hitting the requirements. this is for a hackathon Background Students today spend significant time on digital learning platforms such as Blackboard, online quizzes, MOOCs, and self-practice tools. These platforms capture rich interaction signals including question attempts, timestamps, scores, topic tags, and learning progression over time. Despite the abundance of data, most students lack clear, actionable insight into their learning journey. Common unanswered questions include: What concepts am I genuinely weak at versus making careless mistakes? Am I improving, stagnating, or regressing over time? What should I focus on if I only have limited time to study? Why do I repeatedly struggle with the same type of question? Learning is non-linear. Students may experience long gaps of inactivity, bursts of intensive revision, or rely on external resources beyond formal platforms. An ef

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• Brandon Ho