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andrewcircelli/README.md

Andrew Circelli

Systems engineer with a background in professional services and customer-embedded delivery. Current focus is on LLM-assisted tooling for complex workflow migration and estimation problems.

What I Work On

Building structured pipelines that extract behavioral contracts from legacy systems, score migration complexity, and generate engineering design artifacts. The work sits at the intersection of systems modeling, prompt engineering, and production delivery under ambiguity.

Day-to-day: behavioral translation across architectures, integration boundary design, and building artifacts that reduce dependency on the person who built them.

Technical Orientation

Languages: Python, C#, .NET
AI/LLM: Claude API — structured extraction, multi-stage pipelines, prompt engineering
Integration: REST APIs, enterprise workflow platforms, health IT systems

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