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An item-response-theory (IRT) evaluation system for measuring conceptual mastery rather than rote memorization.

Traditional online tests evaluate recall through static multiple-choice questions. Kinesis models a student's cognitive state as a Bayesian belief distribution, dynamically presenting exercises that isolate specific misunderstandings while preventing test anxiety.
Psychometric Modeling, Algorithmic Engine, Educator Dashboard
We welcome new client projects, code reviews, and technical collaborations.