AI-02AI & LLMRESULT: Instant LLM Feedback & Adaptive Question Generation
AI Exam Prep & Question Generator
Generates custom practice questions, tailored study plans, and instant feedback by integrating Python LLM and RAG services with a React.js frontend.
React.jsTailwind CSSPythonLLMRAGREST APIsFastAPI
ARCHITECTURE & VERIFIED PRODUCTION METRICS
SYS_CODE: AI-02 // CLIENT: Aritha Consulting Services
01 / THE CHALLENGE
THE CONTEXT
Students needed real-time adaptive testing that creates unique, curriculum-aligned questions and provides immediate, targeted feedback.
02 / THE ARCHITECTURE
OUR SOLUTION
Engineered an AI testing platform connecting a React frontend with Python LLM microservices, generating syllabus-specific questions and personalized test evaluations.
MEASURABLE BUSINESS IMPACT
Instant adaptive question generation covering complex syllabi
Detailed performance analytics and automated study recommendations
Sub-second API response caching for high-concurrency test sessions
READY FOR SIMILAR RESULTS?
Discuss your project directly with Lead Developer Omprakash.