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Robert Lutrick

@robertlutrick

Message

Senior AI Systems Engineer delivering production software end-to-end with LLM-ready enterprise architecture.

United States

Message

What I'm looking for

I’m looking for a team where I can own end-to-end delivery, lead technical discovery in ambiguity, and ship production systems—combining enterprise architecture with practical AI/LLM workflows and strong documentation/runbooks.

I’m a Senior engineer with 7+ years delivering production software from discovery through deployment and handoff across manufacturing, construction, and enterprise operations. I lead ambiguous technical engagements, integrate legacy systems, and build reusable documentation, workflows, and deployment assets that non-engineers can follow.

I operate with a technical founder mindset—owning strategy, delivery, and risk end-to-end. I’m especially strong in Python and TypeScript, system architecture, and translating business needs into production-ready solutions using LLM workflows (including MCP/tool-use, multi-agent orchestration, and RAG).

Most recently, I owned the full lifecycle for a business-critical ERP initiative, architecting and launching the first production module under a hard executive deadline. I built ERDs, runbooks, workflow documentation, and modular context packs, replaced fragmented Airtable workflows with a scalable owned system (reducing annual software spend by $25,000), and established CI/CD with Docker-based deployment and Redis caching.

Experience

Work history, roles, and key accomplishments

Current

Senior Full Stack Engineer

Current

Bespoke Homes

Oct 2024 - Present (1 year 7 months)

Owned a business-critical ERP initiative end-to-end, turning ambiguous procurement and job-costing needs into a production roadmap and launching the first production ERP module under a hard deadline. Built deployment and maintenance assets (ERDs, runbooks, workflow documentation), replaced Airtable workflows to reduce annual spend by $25,000, and established Docker-based CI/CD with Redis caching o

ERP Architecture Python TypeScript CI CD Docker Redis DigitalOcean Data Modeling Technical Documentation

Data Systems Engineer

Kawneer (Arconic)

May 2023 - Oct 2024 (1 year 5 months)

Delivered enterprise manufacturing data systems with legacy integration and security reviews, improving operational visibility and reducing scrap materials by 35%. Built cross-database reporting pipelines that cut data preparation time by 85%, created Power BI/Power Apps tools for management, and improved DB2 performance by 10% via staging-based ETL architecture.

Python Flask REST APIs JD Edwards AS400 Integration Data Pipelines Power BI Azure DevOps ASP.NET Core

IoT / Embedded Systems Engineer

IMS Evolve

Jan 2019 - Oct 2022 (3 years 9 months)

Built middleware and APIs for distributed, remote-first IoT systems, supporting company-wide data integration and automating Modbus energy system integrations to reduce manual intervention. Maintained 92% uptime through monitoring and scripting, and translated production procedures into working implementations with tested, documented workflows.

REST APIs Middleware Selenium MySQL WorkBench Git Debugging