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W
Winnie

Winnie

3D Intern in Contract Review, Compliance, and Legal Research

Nigeria flagEnugu State, Nigeria
IntermediateScale AIAppenData Annotation Tech

Key Skills

Software

Scale AIScale AI
AppenAppen
Data Annotation TechData Annotation Tech
iMeritiMerit
MercorMercor
MindriftMindrift
OneFormaOneForma
RemotasksRemotasks
Surge AISurge AI
TolokaToloka
TelusTelus

Top Subject Matter

Legal Services & Contract Review
Regulatory Compliance & Risk Analysis
Legal Research & Document Analysis

Top Data Types

VideoVideo
TextText
DocumentDocument

Top Task Types

Question AnsweringQuestion Answering
Text SummarizationText Summarization
Evaluation/RatingEvaluation/Rating
Prompt + Response Writing (SFT)Prompt + Response Writing (SFT)
TranscriptionTranscription
Bounding BoxBounding Box
SegmentationSegmentation
Point/Key PointPoint/Key Point
Object DetectionObject Detection
Text GenerationText Generation
Data CollectionData Collection
ClassificationClassification

Freelancer Overview

I have hands-on experience working on AI training and data labeling tasks, including annotation, evaluation, and quality review across text-based datasets. I have completed rating and labeling assignments on platforms that require accuracy, consistency, and adherence to detailed guidelines. My work involves assessing responses, identifying errors, improving outputs, and ensuring that labeled data aligns with expected standards for model training. I am comfortable working independently, managing time effectively, and maintaining high-quality results even when handling repetitive or large-scale datasets. What sets me apart is my strong attention to detail, critical thinking, and ability to understand context quickly. I approach each task with a focus on precision and clarity, ensuring that every label or evaluation contributes meaningfully to improving AI performance. Additionally, my background in structured content creation and digital tools allows me to adapt easily to different annotation frameworks and workflows. I am committed to continuous learning and consistently improving my performance to meet evolving project requirements.

IntermediateEnglish

Labeling Experience

AI Training and Data Labeling

ImageObject Detection
I have worked on a range of data labeling and AI training projects across platforms like Outlier AI, Remotasks, and Appen. On Outlier, I contributed to tasks such as the Whitebeard Ratable Task, where I evaluated AI-generated responses for accuracy, relevance, and clarity, assigned ratings, and provided detailed justifications. I also handled response ranking and quality evaluation tasks, comparing multiple outputs and identifying errors or inconsistencies to improve overall model performance. Beyond text evaluation, I have experience in image annotation and text categorization projects on platforms like Remotasks and Appen. These included labeling objects in images, tagging datasets, categorizing text based on themes or intent, and performing data validation to ensure quality and consistency. I have also participated in content moderation and dataset cleanup tasks, where attention to detail and strict adherence to guidelines were critical. My ability to quickly understand project requirements, maintain accuracy at scale, and deliver consistent results across different task types makes me well-suited for diverse AI training data projects.

I have worked on a range of data labeling and AI training projects across platforms like Outlier AI, Remotasks, and Appen. On Outlier, I contributed to tasks such as the Whitebeard Ratable Task, where I evaluated AI-generated responses for accuracy, relevance, and clarity, assigned ratings, and provided detailed justifications. I also handled response ranking and quality evaluation tasks, comparing multiple outputs and identifying errors or inconsistencies to improve overall model performance. Beyond text evaluation, I have experience in image annotation and text categorization projects on platforms like Remotasks and Appen. These included labeling objects in images, tagging datasets, categorizing text based on themes or intent, and performing data validation to ensure quality and consistency. I have also participated in content moderation and dataset cleanup tasks, where attention to detail and strict adherence to guidelines were critical. My ability to quickly understand project requirements, maintain accuracy at scale, and deliver consistent results across different task types makes me well-suited for diverse AI training data projects.

2025 - Present

Education

U

University of Nigeria, Nsukka

Bachelor of Science, Nutrition and Dietetics

Bachelor of Science
2014 - 2021
R

Regina Pacis Model Secondary School

West African Senior School Certificate Examination, Science

West African Senior School Certificate Examination
2007 - 2013

Work History

D

Del-York Creative Academy

3D Intern

Enugu State
2024 - Present
D

Digital World Tech Academy

Digital Marketing Intern

Lagos State
2024 - 2024