Create AI-based mock interviews

• Implement speech-to-text (e.g., Google Speech API) for voice-based interviews.

• Use text-to-speech for verbal responses (if needed) Design Realistic Interview Scenarios

• Predefine questions based on roles and industries (e.g., IT, finance, healthcare).

• Use AI-driven dynamic questioning to adjust based on user responses.

• Simulate follow-ups and counter-questions for realism.

• Implement timer-based responses to simulate real interview pressure.

• Use AI-based sentiment analysis to assess confidence and clarity.

• Offer score breakdowns (e.g., communication skills, technical accuracy).

• Generate personalized improvement tips based on past performance.

Bonus Features for Enhancement

• AI-driven resume analysis – Tailor questions based on a user’s resume.

• Mock video interviews – Integrate with video tools for non-verbal analysis.

• Multilingual support – Help users prepare in multiple languages.

• Gamification & progress tracking – Keep users engaged with achievements.