Job Genie

Job Genie is an AI-powered talent acquisition platform that transforms the way recruiters identify and engage with potential candidates. By leveraging cutting-edge Natural Language Processing (NLP) and machine learning algorithms, Job Genie streamlines the sourcing process by parsing complex job descriptions and ranking the most suitable candidates with high precision.

Designed with recruiter productivity in mind, Job Genie combines automation, intelligence, and usability to deliver fast, accurate, and actionable hiring insights.

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Key Features

• AI-Based Job Parsing
  Extracts skills, qualifications, and role expectations from unstructured job descriptions using NLP, enabling more accurate candidate filtering.

• Top 5 Candidate Recommendations
  Automatically identifies and ranks the five best-matching candidates for each role using machine learning algorithms trained on historical hiring data and semantic similarity.

• Interactive Recruiter Dashboard
  Provides a responsive, intuitive interface for viewing candidate matches, filtering applicants, and accessing structured recommendations.

• Analytics & Metrics
  Offers real-time insights into recruitment pipelines, such as match confidence scores, sourcing efficiency, and time-to-hire metrics.

• Seamless AI Integration
  Incorporates OpenAI and TensorFlow models behind the scenes to handle semantic understanding and intelligent ranking, all without exposing technical complexity to the user.

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Technology Stack

• Frontend: React.js, Tailwind CSS
• Backend: FastAPI
• Machine Learning & AI: TensorFlow, OpenAI API, custom NLP pipelines
• Database: PostgreSQL, MongoDB
• DevOps: Docker, GitHub Actions for CI/CD

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Business Impact

• 80% Reduction in candidate sourcing time through automation and smart ranking.
• 35% Boost in recommendation efficiency, improving decision-making for hiring managers.
• Supports 800+ daily active users, including recruiters, HR teams, and hiring agencies.
• Maintains 99.9% uptime across environments with streamlined CI/CD pipelines and containerized deployment.

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Deployment & CI/CD

• Continuous Integration
  Automated test and build pipelines using GitHub Actions ensure all code changes are verified and production-ready.

• Containerized Deployment
  Applications are containerized using Docker for consistent deployment across development, staging, and production.

• Environment Strategy

  • develop branch → Deploys to staging
  • main branch → Deploys to production

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© 2024 Job Genie | Developed by Vipul Charugundla