Intera AI: Mock Interviews, Salary Talks, Resume-Based Coding & Career Assistant

1. Introduction

In today's competitive job market, preparing for interviews and receiving the right career guidance is critical. However, not everyone has access to personal mentors or professional mock interviewers. Intera AI is an AI-powered career assistant platform designed to bridge this gap. It offers a smart, interactive, and personalized way to simulate mock interviews, negotiate salaries, practice coding based on resumes, and receive tailored career advice.

2. System Overview

Intera AI is an intelligent virtual platform that provides end-to-end assistance in career development. It utilizes artificial intelligence and voice interaction systems to simulate real-life job interview scenarios and also offer personalized career guidance. The system parses resumes, analyzes user skills, and adapts its questions and advice accordingly, making the experience unique to each user.

3. Key Features

• AI-Powered Mock Interviews: Simulates resume-based and domain-specific interviews with real-time voice Q&A and instant personalized feedback.

• Salary Negotiation Practice: Engages users in realistic salary negotiation role-plays, offering personalized strategies and expert tips based on their resume and industry standards.

• Resume-Based Coding Questions: Analyzes resumes to generate relevant coding questions.

• Career Coach AI Assistant: Acts as a personalized career mentor by generating role-based career roadmaps, guiding smooth job transitions and resolving preparation doubts across interviews and many more.

• Voice Interaction: Real-time verbal communication using text-to-speech and speech recognition.

• Instant Feedback: Performance evaluation for each session with tips to improve confidence and technical clarity.

4. Technologies Used

• Frontend: HTML5, CSS3, JavaScript ,Bootstrap,Tailwind Css ,React,Next.js

• Backend: Python (Flask Framework)

• AI : Gemini AI API

• Computer Vision: OpenCV (for facial expression and confidence level analysis during interviews)

• Speech Processing: pyttsx3, Web Speech API, SpeechRecognition

• Resume Parsing: pymupdf

• Database: Neon DB for user sessions

• ML Models: Salary Prediction ( scikit learn )

5. Workflow

1. User Login

2. User selects goal: Mock Interview / Salary Talk / Coding Practice / Career Guidance

3. Resume Upload

4. Resume Parser extracts skills & experience

5. AI dynamically generates questions or advice based on resume data

6. User interacts with AI (voice/text-based)

7. System provides feedback

6. Use Case

• Job Seekers: Practice realistic interviews, improve soft skills and prepare for HR/technical rounds.

• Students: Get guidance on career paths and coding practice tailored to their resume.

• Professionals: Simulate salary negotiations and prepare for upskilling or job switching.

• Colleges/Institutes: Deploy as a pre-placement training tool to prepare students effectively.

7. Innovation Highlights

• Resume-driven dynamic interaction

• Real-time voice-based mock interviews

• Intelligent negotiation trainer

• All-in-one AI career mentor platform

8. Future Enhancement

• Integration with job portals for real-time openings

• Support for regional languages for voice interaction

• Performance analytics dashboard for progress tracking

• Addition of domain-specific interview sets (medical, law, design, etc.)

• AI-powered resume builder and cover-letter generator

• Course Recommendations Based on Feedback

9. Conclusion

Intera AI stands as a comprehensive and intelligent career development platform that mimics real-world scenarios and adapts to the user's profile. By integrating advanced AI technologies, it not only prepares users for interviews but also provides them with the confidence, knowledge, and personalized guidance needed to thrive in their careers. It’s not just a tool—it’s your AI-powered career mentor.