LessonOrca

About

Students often struggle despite learning one way in class, practicing differently at home, and receiving separate instruction through tutoring, ultimately resulting in poor grades. The problem is that no one has a complete understanding of the student's learning process, hindering effective support. LessonOrca addresses this by constructing an evolving model of each student's cognitive and learning patterns. We analyze various data points, including communication logs, audio recordings, and academic performance, to develop a detailed profile that grows richer with each interaction. This dynamic profile currently enables automated creation of lesson plans, assignments, and progress reports for tutoring centers.