Hiro Y.

Key Skills

Software

CrowdSource

Top Subject Matter

General LLM/AI Content

Legal Services & Contract Review

Regulatory Compliance & Risk Analysis

Top Data Types

Text

Document

Top Task Types

Data Collection

Freelancer Overview

Freelance AI Operations & Digital Content Manager. Brings 22+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Internal and Proprietary Tooling. Education includes High School Graduate, N/A (1997). AI-training focus includes data types such as Text and labeling workflows including Evaluation and Rating.

Labeling Experience

Freelance AI Operations & Digital Content Manager

Text

Conducted evaluation and refinement of outputs from Large Language Models to ensure factual and logical alignment. Developed and executed workflows for AI data annotation and prompt-based intent analysis. Performed quality assurance to validate accuracy of AI-generated responses. • Utilized advanced prompt engineering and LLM evaluation techniques. • Managed multi-language data annotation, primarily in Japanese and English. • Employed Google Apps Script and AI APIs for automation support. • Maintained strict adherence to guideline-based annotation processes.

2023 - Present

Education

Work History