The idea
Insight is for learners who know what they want to study but can’t find a resource at the right depth. The app uses an LLM to build a course from a text prompt and a difficulty selector, then organizes it into lessons with examples, sources and practice problems.
The team
Insight was a collaboration between Logan Vimalaraj and Justin Baratta, combining product design, full-stack software and applied machine learning in one learning experience.
Recognition
Insight won the 2025 Congressional App Challenge for Nevada’s 2nd District. The official announcement was published in January 2026.