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GEXAM - AI-Powered Exam Platform
Comprehensive platform for automated exam generation and grading using AI. Streamlines the entire assessment workflow for educational institutions.
Full Stack Developer
2024-Present
Screenshots
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About This Project
GEXAM is a cutting-edge web application designed to revolutionize how educational institutions manage exams. By leveraging advanced AI technologies like OpenAI and local LLMs, it automates the creation of diverse exam questions and simplifies grading through OCR and semantic analysis. The platform offers a seamless experience for teachers to manage classes, generate professional PDF exams, and analyze student performance through intuitive dashboards.
Key Features
- AI-driven exam question generation with multi-language support
- Automatic grading using OCR and semantic matching
- Comprehensive class and student management system
- Professional PDF export with LaTeX support for math
- Real-time analytics and performance tracking
- Secure role-based authentication and data protection
Challenges & Solutions
- Integrating multiple AI models (OpenAI, Ollama) for reliable generation
- Implementing accurate OCR and grading for handwritten answers
- Generating complex PDF layouts with mathematical notation
- Ensuring data privacy and security for student records
Results & Impact
- Reduced exam creation time by 80% through AI automation
- Streamlined the grading process, allowing for faster feedback
- Enabled teachers to focus more on instruction rather than administration
Technologies Used
Next.jsFirebaseOpenAITailwind CSSTypeScriptRechartsOllamaTesseract.js
Project Details
- Category
- web
- My Role
- Full Stack Developer
- Duration
- Ongoing
- Year
- 2024-Present
- Status
- Public