Brittany Gilkes

Key Skills

Software

Scale AI

Appen

Top Subject Matter

Large Language Models (LLMs)

Text Data Processing and Categorization

Legal Services & Contract Review

Top Data Types

Text

Document

Image

Top Task Types

Transcription

Bounding Box

Segmentation

Polygon

RLHF

Evaluation/Rating

Point/Key Point

Freelancer Overview

AI Data Trainer & Quality Analyst. Brings 5+ years of professional experience across legal operations, contract review, compliance, and structured analysis. Core strengths include Scale AI and Appen. Education includes Bachelor of Arts, Arizona State University (2019). AI-training focus includes data types such as Text and labeling workflows including Evaluation, Rating, and Transcription.

Labeling Experience

AI Data Trainer & Quality Analyst

Scale AIText

Accelerated large language model (LLM) performance through high-volume data labeling, maintaining exceptional accuracy and output quality across key projects. Conducted extensive sentiment analysis, entity recognition, and prompt response scoring as part of model evaluation workflows. Collaborated with global teams to refine annotation guidelines and onboard new annotators. • Labeled 2,500+ text data points daily with 99.2% accuracy. • Performed evaluation and rating of AI-generated text responses. • Executed sentiment analysis and named entity recognition tasks. • Optimized remote communication and training processes.

Accelerated large language model (LLM) performance through high-volume data labeling, maintaining exceptional accuracy and output quality across key projects. Conducted extensive sentiment analysis, entity recognition, and prompt response scoring as part of model evaluation workflows. Collaborated with global teams to refine annotation guidelines and onboard new annotators. • Labeled 2,500+ text data points daily with 99.2% accuracy. • Performed evaluation and rating of AI-generated text responses. • Executed sentiment analysis and named entity recognition tasks. • Optimized remote communication and training processes.

2024 - Present

Data Entry & Processing Specialist

AppenTextTranscription

Performed accurate data entry, transcription, and categorization of text records for various AI training projects. Ensured high data quality with consistent audit pass rates and rapid task completion. Improved project efficiency and reduced data discrepancies, directly enhancing model training outcomes. • Processed and verified over 1,200 data records per shift. • Achieved a 100% quality audit pass rate in labeling tasks. • Completed transcription and categorization of text for AI models. • Identified and corrected data errors for improved integrity.

Performed accurate data entry, transcription, and categorization of text records for various AI training projects. Ensured high data quality with consistent audit pass rates and rapid task completion. Improved project efficiency and reduced data discrepancies, directly enhancing model training outcomes. • Processed and verified over 1,200 data records per shift. • Achieved a 100% quality audit pass rate in labeling tasks. • Completed transcription and categorization of text for AI models. • Identified and corrected data errors for improved integrity.

2020 - 2022

Education

Work History