AI Career Guide

The AI Career Guide is an integrated web-based toolkit designed to assist users in their career development journey. It includes modules for resume analysis, job-role matching, and a chatbot for interview preparation — all powered by artificial intelligence.

---

🔧 Features

1. Resume Analyzer

• Parses uploaded resumes.
• Extracts skills, experience, and education details.
• Matches resumes to suitable job roles.

Main file: app.py

2. Job Matcher

• Matches user profiles/resumes with appropriate job roles.
• Uses similarity scoring between resume content and job descriptions.

Main file: job_matcher.py

3. Interview Chatbot

• Simulates mock interview sessions using pre-defined question datasets.
• Responds with feedback and tips based on AI prompts.

Main file: interview_chatbot.py

---

📁 Project Structure

AI_Career_Guide/
│
├── app.py                             # Resume analyzer backend 
├── resume_parser.py                   # Resume analyzer backend support
├── job_matcher.py                     # Job-role matching backend
├── interview_chatbot.py               # Interview chatbot backend
│
├── Career QA Dataset.csv              # Q&A dataset for the chatbot
├── customSmalltalkResponses_en.csv    # Chatbot's smalltalk responses
├── Mock-Interview-Questions.csv       # Interview questions dataset
├── job_roles.csv                      # Job roles with skill requirements
├── jobs_resume.csv                    # Sample resume-job mappings
│
├── requirements.txt                   # Python dependencies
│
├── *.html                             # Web interfaces for each module
│
└── Interview preparation chatbox_files/
    └── *                              # Assets for the chatbot web UI

---

🚀 How to Run

1. Install Dependencies

Make sure Python 3.8+ is installed, then run:

pip install -r requirements.txt

2. Run the Application

python app.py
python interview_chatbot.py
python job_matcher.py

Then, open the relevant HTML files in your browser (e.g., Resume analyzer.html, Job matching.html, etc.).

---

📊 Datasets

• Career QA Dataset.csv – Used for the interview chatbot's knowledge base.
• Mock-Interview-Questions.csv – Contains a variety of interview questions.
• jobs_resume.csv – Mapping between resumes and job titles.
• job_roles.csv – Job titles and their associated skills.

---

💡 Use Cases

• Students preparing for job interviews.
• Job seekers refining their resumes.
• Career coaches aiding clients with mock interviews and job-role targeting.

---

🤖 Technologies Used

• Python
• Natural Language Processing (NLP)
• Flask
• HTML/CSS/JavaScript

---

📬 Contributions

Contributions and feature enhancements are welcome! Please open an issue or submit a pull request.

---

📄 License

This project is open-source and available under the MIT License.