Katie W.

Key Skills

Software

Scale AI

Top Subject Matter

AI-generated multimodal content evaluation (text, images, audio)

Copywriting & data analyst expertise

Historic research and analyst

Top Data Types

Text

Audio

Document

Top Task Types

Bounding Box

Object Detection

Text Summarization

Transcription

Data Collection

Prompt + Response Writing (SFT)

Freelancer Overview

AI Data Annotation Analyst | Outlier (Scale AI). Brings 3+ years of professional experience across legal operations, contract review, compliance, and structured analysis. Education includes a Bachelor of Science from the London School of Economics, University of London (2029) and an Advanced Level from Kendal College Sixth Form (2025). AI-training focus includes data types such as Text and labelling workflows, including evaluation and rating.

Labeling Experience

AI Data Annotation Analyst | Outlier (Scale AI)

Scale AIText

Evaluated AI-generated text, images, and audio for quality and accuracy against defined standards. Applied structured assessment criteria to improve consistency and reliability across outputs. Conducted analyses of generated content relative to rubric-based expectations. • Assessed outputs for correctness and overall quality • Used structured rubrics to score and compare generations • Identified inconsistencies and areas needing improvement • Supported evaluation workflows for dataset improvement

2025 - 2026

Education

Work History