Precious A.

Key Skills

Software

Other

OneForma

Top Subject Matter

LLM quality evaluation and response annotation

AI safety evaluation

fact verification

Top Data Types

Text

Image

Document

Top Task Types

Data Collection

Prompt + Response Writing (SFT)

Fine-tuning

RLHF

Question Answering

Text Summarization

Freelancer Overview

AI Data Annotator (Freelance) — Outlier. Brings 4+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Other and OneForma. Education includes Bachelor of Science, The National Open University of Nigeria (2025) and Certificate, Google (2026). AI-training focus includes data types such as Text and labeling workflows including Evaluation and Rating.

Labeling Experience

AI Trainer — OneForma (Remote)

OneFormaText

Annotated text, image, and search relevance datasets according to project specifications for AI training workflows. Evaluated AI-generated responses for relevance, fluency, grammar, factual correctness, and completeness. Conducted search engine relevance evaluation using predefined rating guidelines and performed linguistic quality assurance and data validation. • Classified and categorized datasets for supervised machine learning • Reviewed annotation outputs for consistency and quality compliance • Maintained high accuracy while working with confidential datasets • Participated in calibration exercises to improve labeling consistency

2025 - 2026

AI Data Annotator (Freelance) — Outlier

OtherText

Evaluated AI-generated responses for factual accuracy, relevance, clarity, and safety using detailed project guidelines. Performed text annotation and prompt-response evaluation to ensure outputs met quality requirements. Applied quality assurance checks to keep labeling consistent across the dataset and maintain productivity targets. • Assessed hallucinations, bias, and logical inconsistencies • Verified responses against rubric-based criteria • Ensured annotation consistency through QA procedures • Collaborated with remote project teams to meet deadlines

2024 - 2025

Education

Work History