AI Engineer with hands-on experience in building intelligent systems, AI agents, and LLM-powered applications.
Designed a fully autonomous mathematical tutoring system replicating a math professor using an AgenticRAG architecture. Implemented intelligent routing between a Qdrant-based knowledge base (515 curated JEE questions) and web search via Tavily MCP. Integrated multi-layer AI guardrails using Claude 3 Sonnet for safe input/output filtering. Developed a DSPy-powered feedback loop for system self-improvement and few-shot optimization. Built with FastAPI backend and React frontend, including LaTeX rendering for step-by-step solutions. Achieved 75–85% benchmark accuracy across math, physics, and chemistry.
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