Startir.AI
Startir.AI brings a new dimension to online learning by harnessing LLMs to auto-generate course structures, quizzes, and assessments. The platform transforms the learning process into a dynamic, adaptive journey that keeps students engaged and ensures deeper understanding.
The Project Journey
A deeper dive into each phase of the project
Key Challenges
The goal was to create an intelligent learning platform that could generate entire courses dynamically, assess user progress in real time, and adjust the curriculum based on performance. Key technical challenges included LLM integration, quiz generation logic, adaptive grading, and seamless user experience.
LLM Course Generation
Integrate OpenAI APIs to generate structured courses, breaking down topics into modular content with AI-driven quizzes and evaluations.
Adaptive Progress Tracking
Develop a system to track student progress in real time, dynamically adjusting future lessons and quizzes based on performance.
Interactive, Intuitive UI
Design a clean, engaging, and mobile-friendly frontend using Next.js and Shadcn UI, making the learning journey seamless and fun.
Our Solution
We built Startir.AI as a cloud-native, scalable AI-powered edtech platform using FastAPI for backend services, OpenAI API for course generation, and Next.js for the frontend. The result is a highly interactive, adaptive learning experience that keeps students engaged and informed of their progress.
AI Course Creation Engine
Utilized OpenAI's LLMs to create modular courses complete with lessons, quizzes, and dynamic explanations, ensuring varied and personalized learning paths.
Adaptive Quizzing & Grading
Implemented AI-generated quizzes that assess user understanding instantly, providing immediate feedback and adjusting difficulty dynamically.
Seamless Student Experience
Developed a sleek, intuitive Next.js frontend using Shadcn UI components, offering students an engaging and frictionless learning journey.
Scalable Backend & Analytics
Built a robust backend with FastAPI and MySQL, managing courses, users, progress, and analytics while ensuring low latency and scalability.
Results Obtained
Startir.AI transformed traditional online learning into a personalized, AI-driven experience. The platform increased learner engagement, provided instant insights through quizzes, and ensured knowledge retention through adaptive paths.
Dynamic Learning Paths
Courses adapt to each learner’s pace and understanding, making education personalized and more effective.
Instant Assessments & Feedback
AI-generated quizzes deliver immediate feedback and dynamically adjust to learners' abilities, keeping motivation high.
Increased Engagement
The interactive, modular learning structure kept students engaged, with progress visualizations and achievements boosting completion rates.
Scalable Architecture
The backend and database architecture ensured smooth performance and easy scaling as user numbers grew.
Visual Showcase
See how we transformed the user experience with intuitive design and seamless functionality
Overview of the course structure and content