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M
Marshay H.

Marshay H.

AI Data Annotator (Contractor) at Scale AI / Outlier / RWS (Remote)

USA flagGaithersburg, Usa

Key Skills

Software

Scale AIScale AI

Top Subject Matter

Generative AI model training and LLM data preparation

Top Data Types

TextText
ImageImage

Top Task Types

Bounding BoxBounding Box
Question AnsweringQuestion Answering
Evaluation/RatingEvaluation/Rating
ClassificationClassification
Text SummarizationText Summarization

Freelancer Overview

AI Data Annotator (Contractor) at Scale AI / Outlier / RWS (Remote). Brings 9+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Scale AI. Education includes Master of Public Administration, American University (2013) and Bachelor of Arts, Davidson College. AI-training focus includes data types such as Text and labeling workflows including Evaluation and Rating.

Labeling Experience

Mercor Generalist Document Rating

DocumentDocumentEvaluation/RatingEvaluation/Rating

Project evaluating quality of AI-generated MS and Google Suite documents, including spreadsheets, marketing collateral, and slide presentations. Evaluations includes Likert scale rating and written quality evaluations. 5K evaluators on current project.

2026 - Present
Scale AI

AI Data Annotator (Contractor) at Scale AI / Outlier / RWS (Remote)

Scale AIScale AITextText

Performed AI output evaluation by assessing quality, factual consistency, coherence, and user value for generated responses. Used detailed project rubrics and quality standards to ensure high-accuracy labeled datasets for generative AI model development. Ranked and refined model responses to improve system performance and reliability. • Evaluate AI-generated outputs • Ensure labeled dataset quality • Compare response quality and coherence • Rank and refine responses

2025 - Present

Education

A

American University

Master of Public Administration, Public Administration

Master of Public Administration
2013 - 2013
D

Davidson College

Bachelor of Arts, English Literature

Bachelor of Arts
Not specified

Work History

I

Independent Consultancy

Partnership Development Consultant

Gaithersburg
2025 - Present
L

Lutheran Social Services of the National Capital Area

Business Development Director

Washington
2023 - 2024