"The concept relies on AI hints and personalized suggestions. To make this truly intelligent (not generic), the system needs large amounts of user interaction data. You may need an initial “semi-manual” or rule-based hint system while gradually…"

"VirtuVest helps students turn their ideas into real ventures while giving investors a safe way to earn and make a difference. It’s a smart, fair, and transparent way to support innovation that benefits everyone"

"This idea shows strong problem-solving thinking. One improvement could be adding academic integration — for example, mapping roadmaps with each semester’s syllabus to ensure students stay aligned with coursework."