Fullstack · Case study
AlgoLens — AI SaaS Platform that explains algorithms
AlgoLens is a production AI SaaS that converts any algorithm into plain-English walkthroughs with step-by-step visual breakdowns. Built on Next.js and the Claude API, live at algolens.app.
The problem
Developers waste hours decoding dense algorithm explanations. Tutorials are either too shallow or too academic, and neither answer the "why" a learner actually needs in the moment.
The approach
A Next.js App Router app wired to the Claude API. Users paste code or pick a canonical algorithm; the server streams a structured walkthrough with visual steps, complexity analysis, and follow-up Q&A. Deployed on Vercel, edge-cached where safe.
Stack
- Next.js
- TypeScript
- React
- Tailwind CSS
- Claude API
- Vercel
Status
Live on algolens.app