Hire this AI Trainer
Sign in or create an account to invite AI Trainers to your job.
Text
Document
Image
Evaluation/Rating
Text Generation
Question AnsweringI’m still pretty new on paper when it comes to AI training data / labeling work—I’ve spent a few weeks total on mostly rating/evaluating model responses and doing factuality / quality checks against provided criteria. I liked the work because it rewards solid comprehension and consistent judgment—and noticing mistakes that could otherwise slip through the cracks. Most of my relevant muscle comes from elsewhere: I’ve spent hundreds if not thousands of hours working on a real internal product where getting the data “right” matters more than shipping slop: a Python/Streamlit app with Google Sheets/Drive integrations and SQLite/Turso-backed workflows that replaces a lot of manual monthly finance work across revenue, allocations, postings, and landlord-facing outputs. A big part of the job was translating what people meant operationally into concrete rules, then validating results against the firm’s existing spreadsheet practice until the numbers lined up—basically the same habits you need in annotation work: interpret instructions, catch edge cases early, and tighten things through feedback. Before that, I worked in fire protection inspection and maintenance, which taught me to document what I did, follow structured processes, and communicate clearly. I pick up new tools quickly when I’m given a real problem to solve—I learn by doing rather than collecting certificates—so I always love the opportunity to be evaluated on consistency and quality rather than on how long I’ve been in the field.
TextEvaluation/RatingSmall contract piece: judge prompt + two AI responses. Main tasks were rubric scoring, checking whether answers matched facts and details (lots of lightweight research/verification), and following the evaluator guidelines consistently. Scope was modest—repeatable workflows, unpredictable content. Often, one answer was nearly there while the other had obvious factual or logic problems—so diligence mattered.
Bachelor of Science, Information Science
Associate of Arts, Transfer Studies
Full Stack Developer
Fire Systems Inspector
