Nevio
An AI-powered CSE career and specialization advisor.
Nevio is an AI-powered career guidance platform designed for Computer Science students choosing career paths and academic specializations. It analyzes a student’s interests, skills, goals, and preferences to provide personalized career and specialization recommendations.
The Problem
CSE students often have to choose specializations and career directions without a clear understanding of how their interests and existing skills align with different technology domains. Generic career advice does not account for an individual’s profile.
The Solution
Nevio creates a personalized recommendation experience by combining structured student information with AI-driven reasoning. The platform helps students understand suitable career paths, specializations, and the reasoning behind those recommendations.
System Architecture
Nevio uses a Next.js frontend to provide the interactive student experience and communicates with a FastAPI backend through API endpoints. The backend processes student profiles and recommendation logic while Supabase PostgreSQL stores application data. The frontend is deployed on Vercel and the backend is hosted separately, creating a modular frontend/backend architecture suitable for scaling AI services.
Key Implementations
- Personalized CSE specialization recommendations
- Career-path guidance based on individual student profiles
- AI-assisted recommendation and reasoning
- Structured student preference and skill analysis
- Modern responsive web interface
- Separated frontend, API, and database architecture