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D

Debster Desantis

AI Training Specialist / Data Annotation

USA flagN/A, Usa
$50.00/hrEntry Level

Key Skills

Software

No software listed

Top Subject Matter

Technical Content/AI Training
Software / Databases (Oracle TimesTen)
Cloud & Distributed Systems (Kubernetes)

Top Data Types

TextText

Top Task Types

No task types listed

Freelancer Overview

I bring extensive experience reviewing and validating structured technical content, with a strong focus on accuracy, consistency, and adherence to detailed guidelines. In my role as a Senior Technical Writer and QA Engineer, I have worked with large-scale documentation systems, analyzing content for clarity, correctness, and usability. This includes identifying inconsistencies, correcting errors, and ensuring that content meets strict quality standards, skills that translate directly to data labeling and annotation work. More recently, I have been working with AI tools and developing prompts to evaluate and refine outputs, which has strengthened my ability to interpret language, recognize patterns, and apply structured rules consistently. My background in technical writing, combined with QA and data-focused work, allows me to approach annotation tasks with precision, attention to detail, and a strong understanding of how high-quality data supports effective AI systems.

Entry LevelEnglish

Labeling Experience

AI Training Specialist / Data Annotation

Text
As an AI Training Specialist, I evaluated and provided structured feedback on AI-generated text outputs. I ensured adherence to detailed guidelines, focused on consistency, and followed rubrics for technical and linguistic accuracy. By analyzing, annotating, and validating prompt responses, I maintained high-quality standards in large datasets. • Applied systematic review processes to evaluate technical content produced by AI tools • Identified inconsistencies and errors to maintain uniformity and accurate outputs • Interpreted and analyzed text data using AI interaction platforms • Maintained structured annotation records for QA and model improvement

As an AI Training Specialist, I evaluated and provided structured feedback on AI-generated text outputs. I ensured adherence to detailed guidelines, focused on consistency, and followed rubrics for technical and linguistic accuracy. By analyzing, annotating, and validating prompt responses, I maintained high-quality standards in large datasets. • Applied systematic review processes to evaluate technical content produced by AI tools • Identified inconsistencies and errors to maintain uniformity and accurate outputs • Interpreted and analyzed text data using AI interaction platforms • Maintained structured annotation records for QA and model improvement

2023 - Present

Education

B

Boston University

Master of Arts, N/A

Master of Arts
2005 - 2006
U

University of New Hampshire

Bachelor of Science, N/A

Bachelor of Science
2001 - 2005

Work History

O

Oracle

Senior Technical Writer / QA Engineer

N/A
2006 - Present