I was responsible for the Full Stack development of this application.
Since this is a client-side SPA (Single Page Application), I focused heavily on architecting a robust React and TypeScript environment that interacts directly with the Google Gemini API. I implemented the core logic for structured persona generation, ensuring the AI strictly adheres to JSON schemas to power advanced features like the Analytics Dashboard and Bulk Interviews.
I also designed the UI using Tailwind CSS to create an immersive, responsive dark-mode experience. Most recently, I refactored the codebase to support internationalization (i18n), enabling seamless switching between English and Japanese, and integrated the latest Gemini 3 model series for enhanced performance.
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