⚡ SkillSynq – Premium AI-Powered Resume & Job Compatibility Analyzer

SkillSynq is an advanced, high-performance platform designed to revolutionize the hiring process. It bridges the gap between job seekers and employers by evaluating a user's resume against a specific job description, providing precise AI-backed compatibility scores and actionable skill insights.

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📸 Project Showcase

🔍 Smart Resume Parsing

Instantly extracts core text and contextual data from your uploaded resume. ![Resume Parsing Demo]

🎯 Job Compatibility Matcher

Calculates a precise, data-driven similarity score to determine how well your profile fits the role. ![Match Score Demo]

🧠 AI Skill Gap Analysis

Identifies the exact matched skills and highlights crucial missing skills needed to bypass the ATS. ![Skill Gap Demo]

🚀 What Problem Does It Solve?

In today's competitive job market, getting past the Applicant Tracking System (ATS) is the biggest hurdle. SkillSynq bridges this gap:

• For Job Seekers: Eliminates the "resume black hole" by providing transparent, actionable insights on what skills are missing to match a target job.
• For Recruiters: Replaces manual filtering with intelligent, semantic-based ranking of candidates against job descriptions.
• For Career Coaches: Provides a data-backed tool to guide professionals in upskilling and tailoring their resumes effectively.

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✨ Core Features

1. Smart AI Parsing

• Format Flexibility: Seamlessly extracts and cleans raw text from user-uploaded resumes.
• Contextual Understanding: Prepares text for deep NLP processing.

2. Intelligent Scoring Engine

• TF-IDF & Cosine Similarity: Employs advanced machine learning algorithms to compute a precise similarity score between the resume and the job description.
• ATS Simulation: Mimics enterprise applicant tracking systems to gauge real-world chances.

3. Keyword Analysis & Intelligence

• Named Entity Recognition (NER): Uses NLP (spaCy) to intelligently identify professional skills from dense text.
• Gap Visualization: Clearly contrasts Matched Skills against Missing Skills crucial for optimization.

4. Premium User Experience

• Glassmorphism UI: Uses beautiful, modern aesthetic principles for a premium feel.
• Micro-Animations: Features smooth, responsive Framer Motion animations across all user interactions.
• Cross-Platform: Fully deployed on the web and available as a standalone Android Application.

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🛠 Tech Stack

Frontend & Mobile

• Web Framework: React.js (via Vite)
• Mobile Framework: React Native with Expo
• Styling: Tailwind CSS
• Animations: Framer Motion

Backend Node API

• Runtime: Node.js with Express.js
• Database: MongoDB Atlas
• Network: Axios for efficient proxying

ML & AI Service

• API Framework: FastAPI
• Machine Learning: Scikit-learn (TF-IDF Vectorization, Cosine Similarity)
• Natural Language Processing: spaCy (NER processing)

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🏗️ Architecture Overview

• Frontend (React/Vite): High-performance, aesthetic UI deployed on Vercel.
• Mobile (React Native/Expo): Hybrid WebView architecture deployed as an Android APK.
• Backend (Node.js/Express): Secure API and database handler deployed on Render.
• ML Engine (Python/FastAPI): Specialized, asynchronous AI prediction and NLP engine processing.

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⚙️ Getting Started

Prerequisites

• Node.js: v18 or higher
• Python: v3.10 or higher
• Package Manager: npm or yarn

Installation

1. AI Service (Python Engine) This service handles the core NLP capabilities.

   cd ai-service
   pip install -r requirements.txt
   python -m spacy download en_core_web_sm
   python app.py

   Runs on http://localhost:8000

2. Backend API (Node.js) This service handles uploads and forwards them securely.

   cd backend
   npm install
   npm run start

   Runs on http://localhost:5000

3. Frontend Dashboard (React) The beautiful user interface.

   cd frontend
   npm install
   npm run dev

   Open http://localhost:5173 to view the application.

4. Mobile Application (Expo) To run the mobile app locally:

   cd mobile
   npm install
   npx expo start -c

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🔮 Future Improvements

• AI Cover Letter Generator: Automatically draft tailored cover letters based on the matched skills.
• Direct LinkedIn Import: Fetch user profile data directly without uploading a PDF.
• Generative AI Feedback: Provide natural language suggestions on how to rephrase bullet points for maximum impact.
• Employer Dashboard: A dedicated view for recruiters to batch-upload and rank multiple resumes against a single job description.

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👨💻 Author

Dhanraj Kumar
Passionate about building practical AI solutions.

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📊 Real-World Impact

SkillSynq aims to contribute to Fairer Hiring Practices, Data-Driven Career Development, and Eliminating Resume Rejection Bias. Join us in shaping the future of intelligent recruitment! 🚀