Choosing the right career domain and building an industry-ready portfolio is a major challenge for engineering students. Decisions are often influenced by peer pressure, social media trends, or incomplete guidance, leading to misaligned career paths and reduced employability.
Smart Career Domain Selection & Portfolio Analyzer is a unified web platform designed to help engineering students make informed career decisions and evaluate their readiness for internships, placements, or higher studies.
There is currently no unified, branch-aware digital system that helps engineering students:
- Identify suitable career domains based on their interests, skills, academic exposure, and career goals.
- Understand why their resume or portfolio is ineffective for those domains.
As a result, students often choose unsuitable domains, build generic portfolios, and remain unaware of their actual career readiness.
This project integrates career domain recommendation and portfolio evaluation into a single decision-support platform.
The system:
- Collects student profile data
- Recommends suitable career domains using rule-based logic
- Evaluates resumes and portfolios using domain-specific benchmarks
- Generates improvement suggestions and a career readiness score
This approach bridges the gap between career choice and employability preparation.
- Branch-wise domain mapping
- Skill and interest-based filtering
- Career goal alignment
- Explainable and transparent logic
- Domain-specific resume checklist
- Skill and project relevance evaluation
- Identification of missing components
- Actionable improvement suggestions
- Overall readiness indicator
- Domain-wise preparedness breakdown
- Internship and placement readiness insights
- Responsive and accessible design
- Student-focused UX
- High performance using Next.js
-
User Profiling Module
Captures branch, skills, interests, academic level, and career goals. -
Domain Recommendation Engine
Uses rule-based logic and domain mappings to suggest suitable career paths. -
Portfolio Analysis Module
Evaluates resumes and portfolios against predefined domain benchmarks. -
Recommendation & Scoring Module
Generates improvement suggestions and calculates readiness scores.
- Next.js (React Framework)
- Tailwind CSS
- JavaScript / TypeScript
- Node.js
- Express.js
- MongoDB
- Rule-based recommendation system
- JSON-based domain benchmarks
- Resume checklist evaluation
- Git & GitHub
- VS Code
- Postman
Smart-Career-Domain-Analyzer/
│
├── frontend/
│ ├── pages/
│ ├── components/
│ ├── styles/
│ └── utils/
│
├── backend/
│ ├── routes/
│ ├── controllers/
│ ├── models/
│ └── logic/
│
├── data/
│ ├── domainBenchmarks.json
│ └── rules.json
│
├── README.md
└── package.json