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Precious N.

Precious N.

Academic Research & Tutoring Consultant

Ireland flagRemote, Ireland

Key Skills

Software

Data Annotation TechData Annotation Tech
Micro1
MercorMercor
Other
Don't disclose

Top Subject Matter

Academic tutoring and research support (writing/referencing)
Legal Services & Contract Review
Regulatory Compliance & Risk Analysis

Top Data Types

TextText
VideoVideo
DocumentDocument
ImageImage

Top Task Types

Text SummarizationText Summarization
ClassificationClassification

Freelancer Overview

Research & Documentation Assistant (Remote – Freelance) 2020–2021. Brings 7+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Don't disclose and Other. Education includes Global, Remote (2023). AI-training focus includes data types such as Text and Video and labeling workflows including Classification, Evaluation, and Rating.

Labeling Experience

Freelance AI Data Specialist & Annotator (Global – Remote) 2023–Present

Don't discloseVideoVideo

Freelance AI Data Specialist & Annotator delivered high-volume data annotation, labeling, and classification across multimodal datasets including text, audio, video, and image. The work included pairwise comparison and ranking to evaluate AI-generated outputs and improve model accuracy. It also required following detailed annotation guidelines for object tagging and content classification while identifying edge cases and annotation errors. • Annotated and classified multimodal content (text, audio, video, image) using strict guidelines. • Performed pairwise comparison and ranking tasks for model evaluation. • Conducted data collection, validation, and preprocessing to maintain quality standards. • Detected inconsistencies, edge cases, and labeling errors to improve dataset quality.

2023 - Present

Administrative & Data Support Assistant (United Kingdom) 2021–2023

OtherTextText

Administrative & Data Support Assistant responsibilities supported AI workflows by managing large datasets with an emphasis on accuracy and accessibility. The work included data cleaning, validation, and cross-verification to reduce errors before analysis and annotation use. It also involved organizing structured and unstructured data to streamline efficient retrieval. • Ensured datasets were organized for downstream processing and annotation. • Performed data cleaning, validation, and cross-verification for reliability. • Organized structured and unstructured data to support retrieval. • Provided documentation and data coordination for team operations.

2021 - 2023

Research & Documentation Assistant (Remote – Freelance) 2020–2021

Don't discloseTextTextClassificationClassification

Freelance Research & Documentation Assistant work included constructing structured datasets for AI research and evaluation purposes using online data collection. The role involved data tagging, indexing, and categorization to improve dataset usability and downstream labeling. It also included building repeatable workflows to support annotation and validation cycles. • Produced structured summaries and reports to highlight key insights and trends. • Performed data tagging and categorization for organized retrieval. • Built efficient workflows for repetitive annotation and validation. • Supported research and AI dataset preparation with quality-minded organization.

2020 - 2021

Education

U

University College Cork

LLM, LAW

LLM
2024 - 2025
R

Remote

Global

Global
2023

Work History

G

Global

Freelance Data Specialist

N/A
2023 - Present
U

United Kingdom

Administrative and Data Support Assistant

N/A
2021 - 2023