I am Paula Beaton, a data annotation specialist, senior copywriter, and editor with a track record in tech journalism and freelance content creation. I have two years of experience training LLMs and have covered AI, cybersecurity, energy, EVs, gaming, and general tech for Techopedia, Digital Trends, and Android Authority. I have run my own copywriting business since 2012 and enjoy turning complex topics into clear, engaging content.\n\nI work well independently and remotely, and I excel in developing content strategies, editing, research, and fact-checking to deliver accurate, timely content and reliable training data for AI models.

Paula Beaton

I am Paula Beaton, a data annotation specialist, senior copywriter, and editor with a track record in tech journalism and freelance content creation. I have two years of experience training LLMs and have covered AI, cybersecurity, energy, EVs, gaming, and general tech for Techopedia, Digital Trends, and Android Authority. I have run my own copywriting business since 2012 and enjoy turning complex topics into clear, engaging content.\n\nI work well independently and remotely, and I excel in developing content strategies, editing, research, and fact-checking to deliver accurate, timely content and reliable training data for AI models.

Available to hire

I am Paula Beaton, a data annotation specialist, senior copywriter, and editor with a track record in tech journalism and freelance content creation. I have two years of experience training LLMs and have covered AI, cybersecurity, energy, EVs, gaming, and general tech for Techopedia, Digital Trends, and Android Authority. I have run my own copywriting business since 2012 and enjoy turning complex topics into clear, engaging content.\n\nI work well independently and remotely, and I excel in developing content strategies, editing, research, and fact-checking to deliver accurate, timely content and reliable training data for AI models.

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Language

English
Fluent
German
Advanced

Work Experience

AI Trainer at Mercor
September 1, 2025 - Present
Performed daily preference ranking of hundreds of multimodal AI outputs (images, audio, and video) against prompts to evaluate model performance and alignment. Applied systematic comparative judgment techniques to assess relevance, quality, and coherence of generative model outputs, ensuring consistent evaluation across diverse modalities. Maintained high accuracy and throughput in large-scale annotation workflows, contributing to reliable training data for model fine-tuning and preference optimisation. Collaborated with cross-functional AI teams to identify quality trends and provide actionable feedback for improving multimodal generative capabilities. Utilised specialised labeling platforms and guidelines to ensure precise annotation, supporting preference-based reinforcement learning and human feedback loops.
Senior Tech Writer at Techreport (Freelance)
January 1, 2024 - Present
Created web copy, blog posts, and social media copy for tech clients; managed multiple deadlines and delivered clear, accessible technical writing.
Copywriter at Resource IT (Freelance)
January 1, 2025 - September 1, 2025
Created web copy, blog posts, and social media copy for tech clients on a freelance basis.
Freelance Technology Journalist at Techopedia
June 1, 2024 - Present
Researching and sourcing stories for the US news team on a wide variety of tech topics from gaming to EVs and AI.
Freelance Food Features Writer at The Daily Meal (Static Media)
February 1, 2023 - March 1, 2024
Wrote food features on culture, etiquette, trends, restaurants, and more.
Freelance Copy Editor and Writer at Android Authority
June 1, 2021 - December 1, 2023
UK Copy Editor and writer for Android Authority, writing streaming and gaming content and How-Tos, and creating The Weekly Authority newsletter.
Freelance Writer at Digital Trends
May 1, 2020 - December 1, 2022
Wrote for the mobile division (roundups, reviews, guides, how-tos) and later the commerce division; returned to the mobile division in December 2024.
Freelance Writer (Part Time) at Movavi
September 1, 2020 - December 1, 2021
Creating 1-2 articles or guides per month for Movavi, focusing on software and software development.
Freelance Writer (Part Time) at Eltima Software
May 1, 2020 - January 1, 2024
Creating content around software and software development.
Freelance Copywriter at Belvilla Group (Part time)
September 1, 2019 - April 1, 2020
Creating copy on a freelance basis for the Belvilla Group, a leading provider of holiday home rentals in Europe.
Freelance Features Writer (Part Time) at Skyscanner
January 1, 2020 - January 1, 2021
Wrote features; managed content calendar; edited and published posts; SEO optimised content.
Freelance Content Editor (Part Time) at Skyscanner
January 1, 2019 - January 1, 2020
UK content editor; managed editorial calendar; led a small team of writers; updated and improved content for SEO.
Freelance Editor and Copywriter at Word Nerd Copy
October 1, 2012 - Present
Editing and copywriting for UK/US publishers and indie authors; developmental editing and proofreading; content for digital and print.
Reservations Executive at onefinestay, London
January 1, 2012 - September 1, 2012
Hhelped customers from across the globe book temporary/holiday accommodation; provided high-quality customer service.
Studio Assistant at South West London
June 1, 2011 - October 1, 2011
Photographer's assistant, ran the studio in the photographer's absence.
Freelance Photographer at Supreme Being
February 1, 2011 - June 1, 2011
Shot still life product photography for Lookbooks and Blog.
Call Taker at Lincolnshire Police
January 1, 2010 - December 1, 2010
Handled police general enquiries and 999 calls; researched information, remained calm under pressure, met deadlines.
Sales Assistant/Assistant Manager at John Greed Design, Lincoln
May 1, 2008 - January 1, 2010
Sales and assistant management duties in a design-focused retail environment.

Education

Forensic Psychology BSc (first two years completed) at University of Abertay, Dundee
January 11, 2030 - January 19, 2026
Higher English at Albyn School for Girls
January 11, 2030 - January 19, 2026
Higher German at Albyn School for Girls
January 11, 2030 - January 19, 2026
Introduction to Fiction Editing at Liminal Pages
January 11, 2030 - January 19, 2026
Developmental Editing: Fiction Theory at Liminal Pages
January 11, 2030 - January 19, 2026

Qualifications

Introduction to Fiction Editing
January 11, 2030 - January 19, 2026
Developmental Editing: Fiction Theory
January 11, 2030 - January 19, 2026

Industry Experience

Media & Entertainment, Computers & Electronics, Software & Internet, Consumer Goods, Gaming, Education, Travel & Hospitality, Professional Services