Emily

Key Skills

Software

Other

Top Subject Matter

Multi-domain AI model training data (unspecified)

Legal Services & Contract Review

Regulatory Compliance & Risk Analysis

Top Data Types

Text

Document

Top Task Types

Evaluation/Rating

Classification

Bounding Box

Object Detection

Question Answering

Text Summarization

Transcription

Data Collection

Prompt + Response Writing (SFT)

Freelancer Overview

AI Data Annotation Contractor — Outlier (Remote). Brings 10+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Other. Education includes Associate’s Degree, Southern Virginia Higher Education Center (2013). AI-training focus includes data types such as Text and labeling workflows including Evaluation and Rating.

Labeling Experience

Fellowship

ImageEvaluation/Rating

Data annotation and evaluation rating work in text to image compare scenarios. Completed rubric creation based taskwok as well.

2026 - Present

AI Data Annotation Contractor — Outlier (Remote)

OtherText

Trained AI models by annotating, validating, and scoring data to support downstream fine-tuning. Analyzed model outputs and provided corrective feedback to improve model performance and reliability. Ensured high-quality, guideline-compliant labeled datasets through careful review and attention to detail. • Annotated and validated training data across multiple domains • Scored data and/or outputs according to labeling guidelines • Reviewed results for consistency and correctness • Supplied corrective feedback for model fine-tuning

2022 - 2023

Education

Work History