🧠 Converso – Your Personal AI Learning Companion

Overview

Converso is an AI-powered learning platform that enables users to create personalized study companions. With a minimalist interface, color-coded subjects, and advanced search filters, users can easily find or customize tutors from a vast library of user-generated agents. The platform integrates essential SaaS features, including authentication, subscription tiers, and a payment system, to provide a comprehensive learning experience.

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🎯 Mission

The goal was to develop an intuitive Learning Management System (LMS) that leverages AI to simulate real-time, voice-based interactions. By transforming traditional ChatGPT sessions into conversational experiences, Converso allows users to concentrate on studying and note-taking without the distraction of switching between hundreds of tabs. The project aimed to deliver a fully functional MVP within a tight 30-day deadline, ensuring design fidelity, responsive UI/UX, and maintainable code suitable for educational tutorials.

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🛠️ Development Process

1. Discovery & Planning

The team initiated the project with discovery meetings to identify a concept that would resonate with users and serve as an effective tutorial. The LMS idea was selected for its real-world applicability and educational value. The scope was defined to balance functionality with code simplicity, ensuring accessibility for learners.

2. Design & Tech Stack Selection

While the design team researched existing solutions and crafted the UI/UX, the development team selected technologies that prioritized performance, rapid development, and scalability:

• Frontend Framework: Next.js was chosen for its ability to create reusable UI components, support server-side rendering, and facilitate backend features without additional infrastructure.
• Styling: Tailwind CSS provided a utility-first approach to styling, ensuring consistency and ease of maintenance. shadcn/ui complemented this with accessible, themeable components.

3. Backend & Authentication

To expedite development and maintain flexibility:

• Backend Services: Supabase offered a hosted Postgres database with real-time capabilities, file storage, and edge functions.
• Authentication & Billing: Clerk provided full-stack authentication with React components and introduced Clerk Billing, allowing seamless integration of subscription management without additional setups.

4. AI Voice Integration

For the core feature of conversational AI agents:

• Voice SDK: Vapi was integrated for its straightforward Web SDK and comprehensive documentation, enabling rapid implementation of voice interactions.

5. Cost Efficiency & Scalability

The selected tools—Supabase, Clerk, and Vapi—offered generous free tiers and cost-effective scaling options, ensuring that the platform remained sustainable as the user base grew.

6. Rapid Development

Leveraging the chosen technologies, the core features were developed and ready for testing within two weeks, aligning with the rapid development objectives.

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✅ Outcome

Converso successfully delivered an AI-driven learning platform that combines personalized tutoring with seamless voice interactions. The integration of modern tools facilitated a swift development cycle, resulting in a scalable, maintainable, and user-friendly application. The project not only met its tight deadline but also provided a valuable resource for learners and a practical tutorial for developers.