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D

Damaris Mbagara

Independent AI Specialist (Outlier & CrowdGen)

USA flag
Nashville, Usa
$10.00/hrEntry LevelOtherAppenData Annotation Tech

Key Skills

Software

Other
AppenAppen
Data Annotation TechData Annotation Tech
Google Cloud Vertex AIGoogle Cloud Vertex AI
Micro1
OneFormaOneForma
RemotasksRemotasks
CrowdSourceCrowdSource

Top Subject Matter

Artificial Intelligence
Natural Language Processing
Legal Services & Contract Review

Top Data Types

TextText
ImageImage
DocumentDocument

Top Task Types

RLHF
Segmentation
Classification
Data Collection

Freelancer Overview

Independent AI Specialist (Outlier & CrowdGen). Brings 18+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Other. Education includes Master of Science, Middle Tennessee State University (2012) and Bachelor of Science, University of Tennessee, Knoxville (2011). AI-training focus includes data types such as Text and labeling workflows including RLHF.

Entry LevelEnglishSpanish

Labeling Experience

Independent AI Specialist (Outlier & CrowdGen)

OtherTextRLHF
As an Independent AI Specialist on Outlier and CrowdGen, I performed large-scale data labeling and annotation to train large language models (LLMs). My core responsibilities included evaluating model outputs for accuracy, safety, and aligning responses with provided rubrics, delivering consistently high accuracy scores. Projects spanned RLHF tasks, categorization, relevance assessments, and linguistic data collection to enhance AI-driven algorithms. • Executed high-volume text annotation, performing categorization and entity extraction tasks for model improvement. • Evaluated language model responses, focusing on factual accuracy, sentiment, and tone for RLHF pipelines. • Conducted search evaluation and prompt engineering to optimize real-world usefulness of AI models. • Utilized Outlier and CrowdGen platforms with rigorous research standards, ensuring results met quality benchmarks.

As an Independent AI Specialist on Outlier and CrowdGen, I performed large-scale data labeling and annotation to train large language models (LLMs). My core responsibilities included evaluating model outputs for accuracy, safety, and aligning responses with provided rubrics, delivering consistently high accuracy scores. Projects spanned RLHF tasks, categorization, relevance assessments, and linguistic data collection to enhance AI-driven algorithms. • Executed high-volume text annotation, performing categorization and entity extraction tasks for model improvement. • Evaluated language model responses, focusing on factual accuracy, sentiment, and tone for RLHF pipelines. • Conducted search evaluation and prompt engineering to optimize real-world usefulness of AI models. • Utilized Outlier and CrowdGen platforms with rigorous research standards, ensuring results met quality benchmarks.

2023 - Present

Education

M

Middle Tennessee State University

Master of Science, Finance Management

Master of Science
2011 - 2012
U

University of Tennessee, Knoxville

Bachelor of Science, Accounting

Bachelor of Science
2007 - 2011

Work History

K

KPMG

Senior Manager, Finance & Accounting

Nashville
2018 - 2024
C

Cherry Bekaert

Audit Manager

Nashville
2012 - 2018