afifah mahlani

I’m a detail-oriented AI data rater, annotator, and linguistic evaluator with hands-on experience assessing the relevance, usefulness, and accuracy of content against detailed project guidelines. I focus on evaluating user intent and context so outputs and recommendations are genuinely useful to the end user. I’m comfortable delivering consistent, objective evaluations in fully remote settings.

In 2024–Present, I annotate, rate, and evaluate audio, video, and text data for AI training and quality projects.

I identify errors, ambiguity, and bias in AI-generated content, then provide clear, structured, evidence-based written justifications. I communicate with international reviewers in English, self-manage tasks independently, and consistently meet deadlines while staying aligned with strict guideline requirements. My approach emphasizes guideline adherence, accuracy, and structured documentation to support reliable evaluation outcomes.

Alongside AI evaluation, I’ve worked as a freelance content writer and translation specialist for international clients since 2021, writing and editing business, technical, and lifestyle content in Indonesian and English. Earlier in my career, I spent 11+ years delivering premium customer service as cabin crew, where I de-escalated tense situations and maintained strict compliance under time-sensitive pressure—skills that translate directly into calm, disciplined work quality.