About
I build AI infrastructure at CambrianEdge.ai, focusing on scalable, production-grade systems that enhance human creativity. As a Full Stack Developer, I design multi-agent architectures for reasoning, task execution, and workflow automation. I develop RAG pipelines with embeddings and semantic retrieval to improve accuracy and reduce hallucinations. With a MERN + TypeScript foundation, I optimize MongoDB schemas, LLM pipelines, and real-time streaming for low-latency AI experiences. I also build agent orchestration frameworks handling memory, tools, and execution flow, while securing APIs to enterprise standards. Previously, I worked on AI document intelligence at Gutenberg and full-stack systems at Vocally.
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