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Stepwise — Adaptive Engineering Review Platform

Transforming the way engineering students master complex concepts through AI-driven adaptation and immersive review experiences.

Stepwise is an elite, intelligent learning ecosystem crafted for the Computer Engineering Department. It leverages state-of-the-art Large Language Models to personalize the academic journey for subjects like Differential Equations, Circuits, and Engineering Data Analysis.

💎 Core Ecosystem

🎯 Precision Onboarding

Stepwise doesn't just teach; it understands. Through initial cognitive mapping, the platform identifies your mastery levels and weak points to curate a unique educational path.

🧠 Generative Intelligence (Lesson Engine)

Experience lessons that are never static. Powered by Gemini 3.1 Flash, Stepwise generates curriculum-aligned engineering content on-demand, ensuring you always have the most relevant and comprehensive study material.

⚡ The Arena

Step into the Arena for high-stakes, adaptive knowledge verification. The system generates dynamic quiz sets that adjust in real-time to your performance, pushing the boundaries of your engineering intuition.

◎ The Companion

A dedicated, 24/7 engineering mentor. The Companion provides instant conceptual clarity, solving complex derivations and explaining network theorems with professor-level precision.

🛠️ Technological Foundation

  • Core: Next.js 15 (Edge Runtime Ready)
  • AI: Google Gemini Pro & Flash (LATEST)
  • Data Persistence: Supabase Hyper-scalable Postgres
  • Aesthetic: Custom Dark Emerald Design System (Forest-Focus)

🌐 Deployment

Stepwise is architected for seamless cloud distribution.

[Live Platform Link Coming Soon]


© 2026 Stepwise Platform. Computer Engineering Sophomore Retention Exam Project.

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An AI-powered adaptive review platform using Gemini to gamify and personalize computer engineering mastery.

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