GenAI Interview Caddy

Project Brief

AI-powered job-hunt platform that provides tailored resume optimization and interview prep, enhancing job matching for candidates.

Value & Impact

Improved Resume Matching, Enhanced Interview Preparedness, Continuous Career Growth Support.

Key Features

• Intelligent Resume Customization: Tailors resumes to job descriptions, optimizing language and keywords.
• Interview Preparation & Mock Simulations: Offers role-specific, AI-driven questions.
• Job Market Analytics and Skill Recommendations: Provides insights on in-demand skills.
• Personalized Learning Pathways: Recommends courses and skill-building resources.
• ATS Compatibility Checker: Ensures resumes pass through automated screening processes.

Solution & Architecture

• NLP-Powered Document Parsing: Analyzes job descriptions and customizes resumes in real-time.
• Modular Microservices Architecture: Scalable processing for multiple resumes and JD analyses.
• Integration with Job Boards and ATS: Tracks relevant job listings and provides real-time job tracking.
• Interview Preparation Engine: Simulates interview scenarios with role-specific questions.
• Skill Assessment Module: Highlights skill gaps and tailors mock interview sessions.
• AI-Driven Job Matching Algorithm: Combines collaborative filtering and content-based recommendation engines.
• Career Management and Learning Dashboard: Provides insights into in-demand skills and career progression.
• Secure Cloud Infrastructure: Utilizes AWS Lambda and GCP Functions for scalable, secure operations.

Technical Implementation

Microservices-based cloud architecture with real-time tracking, NLP-powered resume analysis, and continuous learning for model improvement.