Yuna M.

Key Skills

Software

Don't disclose

Top Subject Matter

AI ethics

AI governance

sustainable AI standards

Top Data Types

Document

Text

Computer Code Programming

Top Task Types

Prompt + Response Writing (SFT)

Freelancer Overview

Lead Architect & Protocol Creator in Contract Review, Compliance, and Legal Research. Brings 9+ years of professional experience across legal operations, contract review, compliance, and structured analysis. Well suited for text-focused AI training, including legal document review, compliance annotation, and rubric-based quality evaluation.

Labeling Experience

Lead Architect & Creator — Green Code Protocol & SYNC Movement (authored gcts-1 technical standard; drafted ethics proposals and white papers)

Don't discloseDocument

Produced structured, rubric-like evaluation frameworks for AI governance, sustainability, and protocol-level system design to guide expert review and assess technical tradeoffs. Developed and translated complex technical concepts into clear, consistent written judgments intended for external scrutiny and iterative refinement. Authored ethics proposals and technical white papers that can function as reference materials for evaluating model and system behavior. • Drafted ethics proposals and external-review white papers for organizations including the UNESCO AI Ethics Team • Established governance and sustainability frameworks supporting expert assessment of AI system quality • Created detailed written standards that enable repeatable technical review • Applied disciplined synthesis to convert complex arguments into evaluable conclusions

2024 - Present

Technical Writer & AI Strategist — Independent (Medium & Substack)

Don't discloseTextPrompt + Response Writing (SFT)

Published long-form analytical content on AI infrastructure and policy with the goal of explaining tradeoffs and providing structured reasoning that supports expert-led AI training or evaluation. Translated emerging frameworks into accessible writing, indicating an approach consistent with training data creation for instruction-following and evaluation. Used advanced learning methods to rapidly master topics and communicate them in a repeatable structure for readers who can perform review and quality assessment. • Created recurring long-form analysis pieces on AI governance and symbiotic systems • Converted complex technical ideas into high-clarity text for broad audiences • Maintained consistent editorial structure and research depth for reliable reference • Applied spaced repetition, interleaving, and the Feynman technique to improve accuracy and clarity of technical explanations

2022 - Present

Education

Work History