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Levi WhittedLW
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Levi Whitted

@leviwhitted

I build production agentic AI systems with LLMs, RAG, and evals.

United States
Message

What I'm looking for

I’m looking for full-time, contract, or fractional AI engineering work where I can design production agentic systems and LLM integrations—shipping end-to-end with RAG, eval-driven development, and strong observability.

I’m an AI engineer and Founder & Principal AI Engineer at Sonoma Solutions, building production agentic systems and LLM-integrated applications across Python, Node.js, and TypeScript. I ship end-to-end—ingest, prompt and context engineering, structured LLM output, and observability—grounded in retrieval-augmented generation and multi-tenant PostgreSQL state.

I focus on eval-driven development: I’ve built retrieval evaluation with recall@k, parity checks, regression hooks, and integration/unit test coverage so benchmarks and pass-rate metrics stay measurable. I also develop Model Context Protocol (MCP) server tooling, multi-tenant RAG pipelines with pgvector and hybrid search, and production accessibility and automation workflows.

Experience

Work history, roles, and key accomplishments

SS
Current

Founder & Principal AI Engineer

Sonoma Solutions

Jan 2024 - Present (2 years 5 months)

Built production agentic systems and LLM-integrated applications in Python, Node.js, and TypeScript, including eval-driven RAG pipelines with pgvector and hybrid retrieval (recall@10=100% in benchmarks). Architected multi-tenant PostgreSQL state with Row-Level Security and shipped MCP tooling plus structured-output extraction and observability.

Education

Degrees, certifications, and relevant coursework

Levi hasn't added their education

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