Problem
Job interview preparation can be overwhelming, with candidates struggling to predict relevant questions, recall key concepts, and structure their learning effectively. Generic preparation resources fail to address individual strengths, weaknesses, and the specific requirements of different job roles.
There was a need for a smart, adaptive platform that could tailor preparation content to each user’s goals and provide a structured, easy-to-follow plan.
Action
Developed an AI-powered platform using Next.js that generates personalized interview questions and detailed model answers based on the user’s target role, experience, and industry. Integrated concept explanation modules to clarify technical and non-technical topics, and implemented progress tracking features to help users stay organized.
The backend AI models analyze user responses to adapt the difficulty and focus of subsequent questions, ensuring a dynamic and targeted preparation process. The user interface was designed for clarity, speed, and mobile accessibility.
Results
- Increased candidate confidence and readiness for interviews
- Provided over 1,000+ unique, role-specific interview questions in testing
- Achieved high engagement rates with users completing full preparation plans
- Reduced preparation time by focusing on relevant skills and concepts
- Positive feedback highlighting the value of personalized practice
