🎯 AI Interview Question Generator & Assistant (SmartHire)

👤 Author

Name: Arnesh Chauhan
College:VNR Vignana Jyothi Institute of Science and Technology Date: 07-07-2025
GitLab ID: @arnesh_chauhan

📘 I. Streamlit App – AI-Powered Interview Question Generator

🔗 Deployed App

AI Interview Generator on Streamlit

📂 Source Code

GitLab Repository - AI Interview Generator

📝 Description

This Streamlit web application allows users to instantly generate tailored, AI-powered interview questions based on the selected domain, subdomain, difficulty level, and role. The system uses large language models (LLMs) from Hugging Face or Novita to generate high-quality, real-world technical questions.

The app includes:

• Interactive selection for Domain, Subdomain, Difficulty, Role
• Secure integration with AI API (Hugging Face/Novita)
• Solution Generation option for AI-suggested answers
• Question History for quick review of past generated questions
• Streamlit-based clean and interactive user interface

💼 Use cases include:

• Personalized technical interview preparation
• Mock interview sessions for different roles and expertise levels
• Rapid question curation for HR, educators, or recruiters
• AI-assisted self-assessment for technical skills

✅ III. Conclusion

This submission showcases:

• A full-stack AI Interview Question Generator built with real-time LLM integration
• A conversational AI Interview Assistant concept hosted on Hugging Face for interactive learning
• Secure, scalable, and user-friendly deployment using Streamlit, GitHub, GitLab

These projects demonstrate:

• Streamlit-based interactive web application development
• API integration with Hugging Face and Novita models
• Prompt engineering for task-specific AI generation
• Practical use of AI in technical interview preparation

🛠️ Tech Skills Demonstrated

• Python, Streamlit, API handling
• LLM Integration using Hugging Face/Novita
• Version Control with GitHub, GitLab
• Secure API key management
• Prompt Design for realistic AI-generated content

🚀 Future Enhancements

• Expand question generation to support non-technical domains
• Add full mock interview simulation mode
• Deploy Hugging Face Assistant with persona and gamification
• Extend to provide detailed answer explanations

📫 Built with a passion for simplifying interview preparation using AI.