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Daniel UserDU
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Daniel User

@danieluser31

AI operations specialist building reliable, documented AI-assisted production workflows.

United States
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What I'm looking for

Remote operations or AI operations role where I'm building and maintaining the systems that keep things running clean - workflow automation, QA, process docs, data integrity. I want to be somewhere that cares about getting the systems right.

I am an AI operations specialist who designs reliability layers around AI systems, focusing on prompt architecture, human-in-the-loop QA, and traceable documentation. Over the past five months I logged 1,200+ hours building, testing, and documenting AI-assisted production workflows.

I built complete production systems such as Relocation Roadmaps with prompt templates, versioning, role-based templates, red-team fact-checking, and evaluation scorecards to produce structured, accurate outputs at scale. I run multi-model orchestration across ChatGPT, Gemini, and Claude, assigning tasks by model strengths and building model-specific checkpoints.

My background includes enterprise database programming (COMSTOR/GE, gedas/Volkswagen) and 15 years operating end-to-end business operations as an independent operator. I have built AI-assisted audit pipelines that generate TSV/JSON findings, log results in Google Sheets, and create Notion review tasks via Zapier with traceable source links.

I prioritize quality and repeatability through QA checklists, validation workflows, SOPs, and standards enforcement, and I always require final manual verification. I seek opportunities to apply structured, reliable AI workflows that reduce hallucination, ensure data integrity, and scale repeatable production systems.

Experience

Work history, roles, and key accomplishments

IP

AI Operations Specialist

Independent Project

Designed and operated AI-assisted production workflows with prompt versioning, role-based templates, human-in-the-loop QA, red-team fact-checking, and traceable evaluation scorecards to produce consistent, accurate structured content at scale.

GU

Software Engineer

Gedas USA

Contributed to a national reservation system for StorageUSA by developing interfaces, application logic, and SQL stored procedures, prioritizing stability, maintainability, and thorough documentation.

Education

Degrees, certifications, and relevant coursework

University of Virginia logoUV

University of Virginia

Bachelor of Science, Commerce

Bachelor of Science in Commerce from the University of Virginia.

Vanderbilt University logoVU

Vanderbilt University

Professional Specialization, Prompt Engineering

Completed the Prompt Engineering Specialization.

VC

Vibe / Cursor

Course Certificate, Coding

Completed the Vibe Coding with Cursor program.

Coursera logoCO

Coursera

Course Certificate, Business Process Modeling

Completed the Business Process Modeling with AI course on Coursera.

Coursera logoCO

Coursera

Course Certificate, Data Cleaning

Completed the Data Cleaning in Excel course on Coursera.

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