My Path

I began working in this field in 2018 as a search engine evaluator, learning how relevance, intent, context, and quality are assessed behind the scenes. My degree in Sociology became a practical advantage: it trained me to understand human behavior, cultural nuance, and the social context behind the way people search, communicate, and use technology.

From there, I moved into a wider range of online AI projects, working with AI companies as a data annotator, transcriptionist, translator, and localization specialist. Working across languages, text, audio, and culturally sensitive datasets gave me a broad view of how human judgment helps machine-learning systems improve.

In recent years, I have focused extensively on LLM evaluation, AI writing evaluation, prompt design, and prompt optimization. I compare outputs, identify weaknesses, refine instructions, and help make AI responses more accurate, useful, and natural.

Why I Built RaterJob

RaterJob brings these different experiences together. I created it to help people understand what remote AI roles actually involve, compare credible platforms, and apply with clearer expectations.

Every recommendation is based on direct experience or careful verification. Referral links may support the site at no cost to the reader, but they never influence my assessment.