ICP - Interview Coach Prep 🚀

ICP is an AI-powered career preparation platform designed to help job seekers master their interview skills and optimize their professional profiles. By combining advanced AI analysis with real-world job data, ICP provides a comprehensive ecosystem for career advancement.

🌟 Key Features

1. AI Resume Analysis & Builder

• Intelligent Scoring: Get a 0-100 score based on industry standards.
• Resume Builder: Dynamic form with auto-expanding fields (Professional Summary, Achievements, Skills) for easy editing.
• Semantic Validation: Ensures only valid professional resumes are processed.
• Structured Feedback: Detailed breakdown of Advantages, Disadvantages, and actionable Suggestions.
• Keyword Extraction: Automatically identifies 10-15 essential skills from your text.
• PDF Reports: Export your analysis results into a professional PDF report.

2. Mock Interview Simulator

• Dynamic Questions: AI generates role-specific technical and behavioral questions.
• Adaptive Difficulty: Choose between Beginner, Intermediate, and Advanced levels.
• Voice Integration: Practice using your microphone with AI-powered speech-to-text (STT) and text-to-speech (TTS).
• Real-time Interaction: Seamless conversation flow with AI interviewers.
• Readiness Scoring: Receive an "Interview Readiness Score" and detailed performance feedback after each session.

3. Smart Job Search

• Tailored Results: Job recommendations based on your AI-detected skills and job title.
• Careerjet Integration: Access thousands of real-time job listings directly through the dashboard.
• Location Awareness: Automatically detects your preferred work location from your resume for localized searching.

4. Advanced Admin Portal

• Dashboard Analytics: Monitor platform usage, user activity, and system health.
• User Management: Full control over user accounts and platform access.
• File & History Oversight: View and manage uploaded resumes and interview histories with integrated previews.
• Clean UI: Modern, responsive administrative interface with advanced filtering and pagination.

🛠️ Tech Stack

• Frontend: HTML5, CSS3 (Bootstrap 5), JavaScript (Vue.js 3, Axios).
• Backend: Python (FastAPI), MongoDB (Motor).
• AI Framework: LlamaIndex for advanced RAG (Retrieval-Augmented Generation) processing.
• AI Engine: Mistral AI (Large-latest model) for intelligent analysis and generation.
• Security: JWT Authentication, Rate Limiting, and Semantic File Validation.
• Infrastructure: Docker, Render-ready deployment.

🚀 Getting Started

Prerequisites

• Python 3.10+
• MongoDB
• Mistral AI API Key

Installation

1. Clone the repository:

   git clone https://github.com/ErnestEZY/interview_coach_prep.git
   cd interview_coach_prep

2. Set up environment variables: Create a .env file in the root directory:

   MISTRAL_API_KEY=your_key_here
   MONGO_URI=your_mongodb_uri
   JWT_SECRET=your_secret_key

3. Install dependencies:

   pip install -r backend/requirements.txt

4. Run the application:

   python backend/main.py

   The backend will start on http://localhost:8000.

📱 Mobile & Desktop Apps

• Mobile App: A cross-platform mobile application built with Flutter, located in the mobile_app/ directory.
• Desktop App: A native desktop application built with Tauri, located in the src-tauri/ directory. See DESKTOP_APP.md for setup instructions.

📄 License

Distributed under the MIT License. See LICENSE for more information.

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Built with ❤️ for better career preparation.