AI Career Mentor

An intelligent career coaching platform powered by advanced AI agents, designed to guide professionals through comprehensive career development, interview preparation, and skill assessment.

Overview

AI Career Mentor combines machine learning, personalized coaching, and interactive features to create an adaptive learning experience. The platform intelligently evaluates your profile, creates customized roadmaps, conducts mock interviews, and provides real-time mentorship.

Key Features

• Intelligent Profile Analysis - AI-powered assessment of skills, experience, and career goals
• Adaptive Roadmaps - Personalized career development paths based on your profile and aspirations
• Mock Interview Studio - Practice interviews with AI evaluation and feedback
• Career Intelligence - Company insights and role-specific recommendations
• Smart Resume Lab - Resume analysis and optimization suggestions
• Gamification Elements - Engagement features to motivate progress
• Real-Time Mentorship - Chat interface with AI mentor for guidance
• Progress Tracking - Comprehensive analytics and achievement monitoring

Architecture

Backend (ai_service/)

• Python-based service with specialized AI agents
• Mentor Agent: Provides guidance and explanations
• Evaluator Agent: Assesses user performance and skills
• Planner Agent: Creates personalized development roadmaps
• LLM Integration: Advanced language models for intelligent responses

Frontend (client/)

• Next.js React application
• Responsive design with Tailwind CSS
• Features: Interview prep, profile dashboard, roadmaps, gamification
• Firebase authentication integration

Server (server/)

• Express.js backend API
• MongoDB integration for user and progress data
• RESTful endpoints for analysis and user management

Getting Started

1. Backend Setup

   cd ai_service
   pip install -r requirements.txt
   python main.py

2. Frontend Setup

   cd client
   npm install
   npm run dev

3. Server Setup

   cd server
   npm install
   npm start

Technology Stack

• Backend: Python, LangChain/LLM frameworks
• Frontend: React, Next.js, Tailwind CSS
• Server: Node.js, Express, MongoDB
• Authentication: Firebase

License

MIT License - see LICENSE file for details