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Peter Borotto

@peterborotto

Message

I evaluate generative AI outputs and build quality frameworks for major AI teams.

United States

Message

I've evaluated AI model outputs and built quality frameworks at Netflix, improving JSON logic, linguistic diversity, context, and evaluation compliance across multiple applications.

Previously, I led international annotation and data-quality teams at Meta and supported LLM optimization projects at Scale AI for Google, Meta, OpenAI, Amazon, Fox, Arcade, and HSBC. I've completed 10,000+ generative AI annotations, designed 1,000+ prompt templates, and developed annotation guidelines, training calibration, and structured response QA processes.

Experience

Work history, roles, and key accomplishments

Writing Quality Specialist

Netflix

Jan 2025 - Jan 2026 (1 year)

Performed AI model output evaluation and quality assurance across multiple applications. Conducted structured QA of model responses, corrected JSON logic flaws, and executed large-scale model response rewrites to improve linguistic diversity and evaluation compliance.

Generative AI Evaluation Data Quality Supplier Quality AI Workflow Engineering Evaluation Strategy Training Data Calibration Annotation Guidelines Quality Standards Structured Output QA Data Integration Natural Language Processing Model Behavior and Response Quality Analysis

Generative AI Annotator, Trainer

Creative Prompt Writer

Scale AI

Jan 2022 - Jan 2024 (2 years)

Supported LLM optimization for Google, Meta, OpenAI, Amazon, Fox, Arcade, and HSBC projects. Designed over 1,000 prompt templates for training and produced 500+ reports with solutions for data strategy.

LLM Optimization Prompt Engineering Data Strategy Report Writing Generative AI Evaluation