Erica Towns

Key Skills

Software

Remotasks

Top Subject Matter

Large Language Models (LLM)

General AI

LLM training

Top Data Types

Text

Image

Document

Top Task Types

RLHF

Freelancer Overview

QA Specialist. Brings 8+ years of professional experience across legal operations, contract review, compliance, and structured analysis. Core strengths include Remotasks. Education includes Diploma of Education, Allison Academy (2024) and High School Diploma, EFSH (2016). AI-training focus includes data types such as Text and labeling workflows including Evaluation, Rating, and RLHF.

Labeling Experience

QA Specialist

RemotasksText

As a QA Specialist at Outlier, I performed audits on data sets and provided constructive feedback for large language model training projects. My responsibilities included evaluating both text-based and image-based data to ensure accuracy and quality of labels. I played a significant role in enhancing data used for training LLMs by identifying errors and offering improvements. • Audited dataset quality and adherence to labeling guidelines. • Provided detailed human feedback for LLM outputs. • Worked on diverse data, including text and image modalities. • Helped ensure high standards for AI model training and evaluation.

As a QA Specialist at Outlier, I performed audits on data sets and provided constructive feedback for large language model training projects. My responsibilities included evaluating both text-based and image-based data to ensure accuracy and quality of labels. I played a significant role in enhancing data used for training LLMs by identifying errors and offering improvements. • Audited dataset quality and adherence to labeling guidelines. • Provided detailed human feedback for LLM outputs. • Worked on diverse data, including text and image modalities. • Helped ensure high standards for AI model training and evaluation.

2022 - Present

Artificial Intelligence Specialist - Quality Auditor

RemotasksTextRLHF

In my role as Artificial Intelligence Specialist - Quality Auditor at Remotasks, I was responsible for training large language models and image annotation. My tasks included proofreading, grading responses, and providing reinforcement learning from human feedback for AI systems. I ensured high-quality labeled data by adhering strictly to provided guidelines. • Completed generalist AI training and annotation tasks. • Engaged in image annotation and LLM output grading. • Applied RLHF (Reinforcement Learning from Human Feedback) techniques. • Maintained compliance with data privacy and quality standards.

In my role as Artificial Intelligence Specialist - Quality Auditor at Remotasks, I was responsible for training large language models and image annotation. My tasks included proofreading, grading responses, and providing reinforcement learning from human feedback for AI systems. I ensured high-quality labeled data by adhering strictly to provided guidelines. • Completed generalist AI training and annotation tasks. • Engaged in image annotation and LLM output grading. • Applied RLHF (Reinforcement Learning from Human Feedback) techniques. • Maintained compliance with data privacy and quality standards.

2020 - 2021

Education

Work History