Syntropy
AI-powered mock test platform
- Designed a microservices architecture of 5+ Dockerized services that scale and fail independently.
- Offloaded email, document processing and AI evaluation to RabbitMQ async workers, keeping APIs fast.
- Built an LLM pipeline for PDF extraction and response validation, plus WebSocket-driven live timed tests.
- Automated answer evaluation with prompt-optimized LLM scoring across Gemini and Groq models.
Next.js · Express.js · TypeScript · MongoDB · Redis · RabbitMQ · Docker · Gemini · Groq




