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Emily Wooten

Emily Wooten

Data Analyst,Data annotator and Technical Product Manager

USA flagWyoming,Michigan, Usa
$20.00/hrExpertImeritTelusOther

Key Skills

Software

iMeritiMerit
TelusTelus
Other

Top Subject Matter

No subject matter listed

Top Data Types

AudioAudio
Computer Code ProgrammingComputer Code Programming
ImageImage

Top Task Types

Computer Programming/CodingComputer Programming/Coding
Data CollectionData Collection
Text GenerationText Generation
Text SummarizationText Summarization

Freelancer Overview

I have hands-on experience in data labeling and AI training data projects, specializing in speech annotation, transcription, and linguistic data evaluation. My work includes contributing to large-scale projects such as the Cardamom Project with TransPerfect DataForce, where I applied strict guidelines to annotate speech recordings with precision. This role enhanced my ability to capture subtle vocal features, maintain consistency across diverse datasets, and ensure high-quality outputs for machine learning model training. Beyond speech annotation, I bring a strong foundation in handling varied data labeling tasks, including text categorization, quality control, and multi-label annotation. My strengths lie in attention to detail, adherence to evolving project guidelines, and balancing speed with accuracy. These skills, combined with my adaptability and commitment to quality, make me well-prepared to contribute to AI development workflows requiring reliable, structured, and insight-driven data.

ExpertEnglish

Labeling Experience

Freelance English Annotator

OtherAudioText GenerationAudio Recording
Listening to short English audio recordings and generating high-quality descriptions of speech characteristics, such as tone, speed, intonation, pronunciation, gender, age range, accent and more

Listening to short English audio recordings and generating high-quality descriptions of speech characteristics, such as tone, speed, intonation, pronunciation, gender, age range, accent and more

2025 - 2025

data annotator

Don T DiscloseTextPrompt Response Writing SFT
One project I worked on involved generating challenging prompts designed to test the reasoning, consistency, and limits of AI systems. The goal was to create high-quality inputs that push the model beyond straightforward answers, exposing weaknesses in logic, contextual understanding, or nuanced interpretation. I crafted stumpers across domains such as mathematics, language comprehension, problem-solving, and real-world scenarios, ensuring that each prompt was carefully constructed to require deep reasoning rather than surface-level recall.

One project I worked on involved generating challenging prompts designed to test the reasoning, consistency, and limits of AI systems. The goal was to create high-quality inputs that push the model beyond straightforward answers, exposing weaknesses in logic, contextual understanding, or nuanced interpretation. I crafted stumpers across domains such as mathematics, language comprehension, problem-solving, and real-world scenarios, ensuring that each prompt was carefully constructed to require deep reasoning rather than surface-level recall.

2024 - 2025

Education

U

University of Chicago

Ph.D., Data Science

Ph.D.
2012 - 2016
U

University of San Francisco

Master of Science, Applied Mathematics

Master of Science
2009 - 2010

Work History

A

AICenture

AI Data Analyst

Chicago
2022 - Present
T

Transperfect

Freelance English Annotator

Wyoming
2025 - 2025