Anthony Charles

Key Skills

Software

Scale AI

Other

Top Subject Matter

Large Language Models

AI Safety

Model Evaluation

Top Data Types

Text

Top Task Types

RLHF

Freelancer Overview

AI Training & Data Specialist. Brings 3+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Scale AI and Other. Education includes Bachelor of Science, University of Hawaii at Manoa (2020). AI-training focus includes data types such as Text and labeling workflows including RLHF, Evaluation, and Rating.

Labeling Experience

AI Training & Data Specialist

Scale AITextRLHF

As an AI Training & Data Specialist, I executed RLHF to optimize Large Language Models for safety and accuracy. I developed and refined complex prompts to test model performance and led annotation projects for multi-modal datasets. My work maintained a high accuracy rate and provided critical feedback to engineering teams. • Conducted RLHF to improve LLM behavior and reduce model biases. • Developed prompts and edge cases across diverse linguistic contexts. • Led annotation for both text and multi-modal data with 98%+ accuracy. • Provided actionable insights to engineering for continual model improvement.

As an AI Training & Data Specialist, I executed RLHF to optimize Large Language Models for safety and accuracy. I developed and refined complex prompts to test model performance and led annotation projects for multi-modal datasets. My work maintained a high accuracy rate and provided critical feedback to engineering teams. • Conducted RLHF to improve LLM behavior and reduce model biases. • Developed prompts and edge cases across diverse linguistic contexts. • Led annotation for both text and multi-modal data with 98%+ accuracy. • Provided actionable insights to engineering for continual model improvement.

2023 - Present

AI Content Evaluator / Technical Tasker

OtherText

As an AI Content Evaluator, I reviewed and graded AI-generated technical content for logic and accuracy. I authored technical documentation and contributed to 'gold standard' datasets. My work ensured consistency and reliability in internal benchmarking data. • Evaluated and rated outputs from AI systems for quality control. • Created and updated technical documentation and data guidelines. • Helped generate benchmark datasets for internal model evaluation. • Worked closely with technical teams to maintain data integrity.

As an AI Content Evaluator, I reviewed and graded AI-generated technical content for logic and accuracy. I authored technical documentation and contributed to 'gold standard' datasets. My work ensured consistency and reliability in internal benchmarking data. • Evaluated and rated outputs from AI systems for quality control. • Created and updated technical documentation and data guidelines. • Helped generate benchmark datasets for internal model evaluation. • Worked closely with technical teams to maintain data integrity.

2020 - 2021

Education

Work History