Faith M.
Creative Writing AI Trainer & Quality Reviewer
Experience
Jan 2023 - Present
2 years 11 monthsCreative Writing AI Trainer & Quality Reviewer
Freelance
- Designed 500+ high-impact prompts (dialogue, worldbuilding, poetry) to train LLMs for a fantasy-writing AI app, improving output creativity by 20%.
- Conducted rigorous QA checks on AI-generated stories, ranking outputs based on coherence, style, and originality.
- Tested 3 iOS beta AI apps (via TestFlight), identifying 15+ critical UX/linguistic flaws before public release.
- Reduced biased outputs by 35% by implementing inclusive language guidelines in prompt design.
Jan 2018 - Dec 2023
6 yearsLead Data Annotator (Creative Content)
Remotasks
- Curated & annotated 10,000+ literary excerpts (19th-century novels to modern sci-fi) for genre-classification AI models, ensuring 98% dataset accuracy.
- Developed 200+ "gold standard" examples for benchmarking AI model performance.
- Trained and mentored 8 annotators, improving labeling consistency from 70% to 95% within 3 months.
- Collaborated with NLP engineers to refine sentiment analysis algorithms for creative writing.
Jan 2017 - Dec 2024
8 yearsContent Editor (AI-Generated Text)
Microworkers
- Edited 300+ AI-generated articles, reducing client revisions by 40% through style guide optimization.
- Audited content for bias, grammar, and readability, aligning with AP/Chicago Manual standards.
- Created a style guide for AI writers, adopted company-wide to standardize tone and structure.
Summary
Highly skilled English Linguist and AI Training Specialist with 5+ years of expertise in Large Language Model (LLM) quality assurance, creative writing, and linguistic annotation.
Proven ability to enhance AI model performance through rigorous quality control, bias mitigation, and trainer mentorship.
Adept at iOS beta testing, prompt engineering, and developing scalable QA frameworks for AI training projects.
Passionate about bridging human linguistic precision with machine learning efficiency to build ethical, high-performing AI systems.
Languages
English
AdvancedEducation
Oct 2018 - Jun 2020
Stanford University
MS in Computer Science, Natural Language Processing Specialization · United States
Oct 2014 - Jun 2018
University of California, Berkeley
BA in English Literature & Creative Writing · United States
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