Adrian Povestca
@adrianpovestca
AI Operations Specialist evaluating generative AI outputs with rigorous data-quality precision.
What I'm looking for
I’m an analytical, detail-oriented AI Operations Specialist with hands-on experience interacting with, testing, and evaluating Generative AI systems. I review complex outputs, identify logical inconsistencies, and produce clear, structured reasoning to support high-quality training inputs.
In my freelance work, I test and iterate prompts and evaluate responses using leading LLMs like Claude and ChatGPT. I audit model outputs for accuracy, including subtle edge-case contradictions, and document detailed feedback loops and step-by-step reasoning logs for interactive web products.
I also bring a strong digital-operations background: high-accuracy data entry, workflow documentation, process compliance, digital asset management, and root-cause analysis. From maintaining e-commerce product catalogs with “absolute zero-error precision” to building if/then rules for store automations—and performing precision technical quality control with digital CAD/CAM—I’m consistently focused on correctness, compliance, and actionable reporting.
Experience
Work history, roles, and key accomplishments
AI Operations Specialist
Independent Contractor
Nov 2024 - Present (1 year 7 months)
Conducted hands-on testing, prompt iteration, and response evaluation of Claude and ChatGPT to refine automated agent workflows. Audited model outputs for logical contradictions and guideline adherence, and produced structured step-by-step reasoning logs to support training data for interactive web products.
Education
Degrees, certifications, and relevant coursework
DeepLearning.AI & CopilotKit
Coursework: Building Interactive Agents with Generative UI, Generative AI Agent Development
Coursework focused on AI agent behaviors, logical sequence auditing, and how frontier models interact with structured instructions.
Berufliche Schule 7 Nürnberg
Vocational Training & Support Operations (Ausbildung), Support Operations
2021 - 2024
Completed vocational training in Vocational Training & Support Operations (Ausbildung), building work ethic, critical thinking, and high efficiency under structured guidelines.
Tech stack
Software and tools used professionally
Availability
Location
Authorized to work in
Job categories
Skills
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