Ashley W.

Key Skills

Software

Labelbox

CVAT

Scale AI

Appen

Prodigy

SuperAnnotate

Top Subject Matter

Multilingual NLP for AI client (English and Swahili)

Nlp Domain Expertise

Asr Domain Expertise

Top Data Types

Text

Image

Top Task Types

Classification

Bounding Box

Freelancer Overview

Senior Data Annotation Specialist | DataBridge Solutions | Freelance. Brings 5+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Labelbox, CVAT, and Scale AI. Education includes Bachelor of Science, University of Texas (2019). AI-training focus includes data types such as Text and Image and labeling workflows including Classification and Bounding Box.

Labeling Experience

Senior Data Annotation Specialist | DataBridge Solutions | Freelance

LabelboxTextClassification

Led a multilingual NLP annotation effort for text classification with high quality targets. Ensured label consistency across distributed annotator teams using documented guidelines and structured feedback. Performed quality measurement and ambiguity resolution to maintain accuracy above 98% for large-scale deliverables. • Tracked project quality to reach a 99.1% quality score. • Developed and maintained detailed annotation guidelines and style guides. • Conducted inter-annotator agreement (Cohen's Kappa) analysis to resolve protocol ambiguities. • Onboarded new annotators, reducing ramp-up time by 30% through documentation and feedback.

2022 - Present

Data Annotation Analyst | TechAnnotate | Freelance

Scale AIImageBounding Box

Annotated multimedia datasets to support machine learning and AI model training across NLP, ASR, and computer vision tasks. Maintained personal annotation accuracy above 98% and earned top annotator recognition over multiple quarters. • Transcribed and labeled 500+ hours of audio for speech recognition training. • Performed sentiment analysis and intent labeling for customer service chatbot datasets. • Assisted QA leads by auditing annotation batches, flagging systematic errors, and proposing corrective label schema updates. • Achieved Top Annotator recognition for three consecutive quarters by meeting quality benchmarks.

2020 - 2022

Education

Work History