Nexuslearn

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  Room page

Inspiration

What it does

How I built it

Challenges I ran into

Accomplishments that I'm proud of

What I learned

What's next for Nexuslearn## Inspiration

I've been that person staring at a syllabus at midnight, wanting to actually put in the work, but with no one around to study with. Friends were busy, doubts piled up with nobody to ask, and I kept losing hours to random AI chats and Instagram instead of actually learning. I didn't want another app that just gives me answers — I wanted something that pulled me and my friends back into real, focused studying together, without the constant pull of distraction. That frustration is where NexusLearn Lite came from.

What it does

NexusLearn Lite is a shared AI study room for 2–4 students. You create a room, share the invite code, and paste in any topic or notes. The AI turns it into a clear step-by-step roadmap. From there, everyone studies together in a live group chat where the AI joins in as a tutor — guiding your thinking instead of just answering. Progress is shared across the room, and hitting a milestone lets you post it for the group to see.

How we built it

We focused on keeping the core loop tight: create/join a room, generate a roadmap, chat and learn together, track progress. The frontend handles rooms, chat, and a clean dark/light interface. The backend manages rooms, invite codes, and progress data, with a real-time layer keeping chat and progress in sync across everyone in the room. An AI layer powers the roadmap generation and the in-chat tutor responses.

Challenges we ran into

Getting the AI to act like a tutor instead of an answer machine was harder than expected — it's easy to build something that just solves problems, but much harder to build something that nudges you to think. Keeping the real-time sync smooth across multiple students in the same room was another challenge, along with designing a roadmap generator that stays useful whether someone pastes a single topic or a messy page of notes.

Accomplishments that we're proud of

We're proud that this actually addresses a problem we've lived through, not just a hackathon idea. Getting a working flow — room creation, roadmap generation, group chat with an AI tutor, and shared progress tracking — feels like we built something people could genuinely use to study better, together, instead of drifting off alone.

What we learned

We learned how much of "studying better" is really about structure and company, not more information. We also learned how tricky it is to design AI behavior that encourages effort instead of shortcuts — small prompt and flow decisions make a big difference in whether a tool builds understanding or just replaces it.

What's next for NexusLearn Lite

Next, we want to add voice study rooms for live sessions, smart revision reminders that resurface weak topics before exams, and cross-institute rooms so students from different colleges can study shared subjects together. Longer term, the goal is a space where more students detox from mindless AI and social media use, and rediscover what it feels like to actually learn — together.

Built With

• api
• css
• grog
• llama
• next.js-(app-router)-.-supabase-(auth
• postgresql
• realtime
• tailwind
• vercel