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Dominique Deshea

Dominique Deshea

Independent AI Evaluator

Kenya flagNairobi, Kenya
$25.00/hrIntermediateArgillaDoccanoLabel Studio

Key Skills

Software

ArgillaArgilla
DoccanoDoccano
Label StudioLabel Studio
CVATCVAT
DatasaurDatasaur
LabelboxLabelbox
Snorkel AISnorkel AI
Data Annotation TechData Annotation Tech

Top Subject Matter

Large Language Models (LLM) Evaluation
Technical Writing
Education & E-Learning

Top Data Types

TextText
DocumentDocument
AudioAudio

Top Task Types

RLHFRLHF
TranscriptionTranscription
Red TeamingRed Teaming
Data CollectionData Collection
Text SummarizationText Summarization
Question AnsweringQuestion Answering
Text GenerationText Generation
Object DetectionObject Detection
ClassificationClassification
Evaluation/RatingEvaluation/Rating

Freelancer Overview

Independent AI Evaluator. Brings 2+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Internal and Proprietary Tooling. Education includes Associate Degree, Monroe Community College (2025). AI-training focus includes data types such as Text and labeling workflows including Evaluation and Rating.

IntermediateEnglish

Labeling Experience

Independent AI Evaluator

Text
As an Independent AI Evaluator, I specialized in assessing AI model responses focusing on clarity, safety, and instruction adherence. I performed pairwise ranking, conducted red teaming exercises, and audited chain-of-thought reasoning for logical consistency. My responsibilities included verifying AI-generated summaries for factual accuracy and providing culturally nuanced feedback for large language models. • Executed pairwise ranking and judgment of AI outputs. • Conducted comprehensive red teaming and bias detection exercises. • Audited reasoning chains to promote logical and factual consistency. • Verified the grounding of summaries against given source text.

As an Independent AI Evaluator, I specialized in assessing AI model responses focusing on clarity, safety, and instruction adherence. I performed pairwise ranking, conducted red teaming exercises, and audited chain-of-thought reasoning for logical consistency. My responsibilities included verifying AI-generated summaries for factual accuracy and providing culturally nuanced feedback for large language models. • Executed pairwise ranking and judgment of AI outputs. • Conducted comprehensive red teaming and bias detection exercises. • Audited reasoning chains to promote logical and factual consistency. • Verified the grounding of summaries against given source text.

2025 - Present

Education

M

Monroe Community College

Associate Degree, Information Literacy

Associate Degree
2025

Work History

A

Academic Projects

Research & Communications Specialist

Nairobi
2023 - 2024