Echo Interview is a functional, AI-driven mock interview web application developed during a hackathon to demonstrate how adaptive, role-specific interview preparation can be powered by large language models. Although not deployed publicly, the system is fully operational within a development environment and integrates end-to-end AI question generation, evaluation, and real-time feedback.
Echo Interview is a functional, AI-driven mock interview web application developed during a hackathon to demonstrate how adaptive, role-specific interview preparation can be powered by large language models. Although not deployed publicly, the system is fully operational within a development environment and integrates end-to-end AI question generation, evaluation, and real-time feedback. Role: Full-Stack Developer and AI Integration Lead Inspiration: Echo Interview was inspired by the frustration job seekers face when using static question lists and generic interview guides. The project aimed to simulate a personalized tutor that understands each user's resume and target job description. By leveraging adaptive AI and real-time feedback, we sought to make interview preparation more conversational, intelligent, and confidence-building. Outcome: Echo Interview successfully proved the viability of a fully AI-driven interview preparation assistant, showcasing seamless integration between Next.js, TypeScript, and Gemini AI. While not deployed to production, the hackathon prototype demonstrated robust full-stack functionality, adaptive prompt systems, and real-time AI feedback—illustrating practical skill in modern AI application development.
Tech Stack: Next.js • TypeScript • React • Tailwind CSS • Gemini API • Prompt Engineering
Analyzes user responses and provides immediate, targeted feedback to improve performance.
Automatically generates interview questions tailored to the user's background and target role using Google's Gemini AI.
Developed collaboratively during a hackathon as a rapid prototype demonstrating applied AI and full-stack integration skills.