Case Studies
Case Study
AI Interviewer
Built an AI mock interview workflow that generates role-based questions and delivers structured feedback for practice cycles.
Problem & Constraints
Candidates needed a way to practice interviews with consistent feedback without the bias or rigidity of static question banks.
- Consistent evaluation across varied responses
- Prompt design that balances helpfulness and realism
- Simple UX for quick practice loops
Solution & Results
- Designed role-based prompt templates for question generation
- Implemented feedback scoring with structured response categories
- Built a focused practice flow with clear next-step guidance
- Repeatable practice sessions with consistent feedback
- Reduced friction for interview prep workflows
- Foundation for advanced scoring and analytics
Metrics
- Delivery window: 76 days • 2024-09-20 to 2024-12-05
- Stack breadth: 5 technologies • React.js, JavaScript, Shadcn UI, Tailwind CSS, AI APIs