🚀 Overview

SkillSync bridges the gap between academic curricula and real-world industry demands. By utilizing Natural Language Processing (NLP), it scrapes and analyzes live job market requirements, compares them against a candidate's current capabilities, and automatically generates a highly targeted upskilling roadmap.

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⚡ Core Architecture

1. Market Intelligence Engine

Python-based scraping nodes constantly monitor top job boards (LinkedIn, Indeed, etc.) to extract raw job descriptions and required skills for specific roles.

2. NLP Gap Analysis

Using advanced NLP models, the backend parses the candidate's resume/profile, extracts their technical proficiencies, and performs a semantic similarity comparison against the live market dataset to identify precise skill gaps.

3. Dynamic Roadmaps

The React frontend visualizes these gaps and generates an interactive, step-by-step learning roadmap, complete with curated resources mapped directly to the missing skills.

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🛠️ Setup Instructions

Client Setup

cd client
npm install
npm run dev

Server Setup

cd server
npm install
npm run start