🧭 Tech Stack Recommender — Intelligent Career Role Recommendation Engine
[](https://github.com/ParthAhuja14/tech-stack-recommender/actions/workflows/ci.yml)
A Python-based recommendation engine that analyzes a user's technical skills and recommends the most suitable software engineering roles using a transparent skill-matching algorithm. Designed as a lightweight, explainable career recommendation system.
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📖 Table of Contents
- Overview
- Problem Statement
- Architecture
- Project Structure
- Installation
- Usage
- Example Output
- Recommendation Methodology
- CLI Arguments
- Testing
- Tech Stack
- Future Improvements
- License
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📌 Overview
Choosing the right software engineering career path can be difficult when multiple roles share overlapping skills.
This project simulates an intelligent career recommendation engine. Instead of relying on hard-coded career suggestions, it compares a user's skills against a dataset of job roles, calculates a percentage match for each role, ranks the results, and explains why each recommendation was made.
The application supports interactive mode, command-line arguments, and a demonstration mode for quickly showcasing the recommendation engine.
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🎯 Problem Statement
Design a lightweight recommendation engine that:
- Accepts a user's technical skills
- Compares them with predefined job-role requirements
- Calculates a matching score
- Returns the most suitable career paths ranked by relevance
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