I've built LLM agents, RAG systems, and cloud-deployed AI products for startups and growth-stage teams, with systems collectively reaching 300,000+ users.
At NovaTech Systems, I deployed 5+ LangChain and OpenAI-based agents and built a FAISS/Pinecone RAG system that improved support query resolution accuracy by 42%. I also reduced model hallucinations by 28% through structured prompt templates and guardrails.
Across Brightflow Systems, DataPilot Analytics, and RelayAI, I've automated onboarding, knowledge search, reporting, lead qualification, and scheduling—saving hundreds of manual hours, enabling near-real-time dashboards, and increasing conversion rates by 33%.
