Christine N.

Key Skills

Software

Remotasks

Scale AI

Other

Top Subject Matter

Sentiment/intent/entity annotation for NLP datasets

Supervised image labeling for dataset creation

Audio annotation for AI training datasets

Top Data Types

Text

Image

Audio

Document

Top Task Types

Entity (NER) Classification

Classification

Transcription

Freelancer Overview

Data Annotation Specialist (Remote/Freelance). Brings 14+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Remotasks, Scale AI, and Other. Education includes Bachelor of Business Management, Makerere University Business School. AI-training focus includes data types such as Text, Image, and Audio and labeling workflows including Entity (NER) Classification, Classification, and Transcription.

Labeling Experience

Data Annotation Specialist (Remote/Freelance)

RemotasksAudioTranscription

Annotated and labeled audio datasets as part of AI data preparation workflows. Applied labeling requirements to keep outputs accurate and consistent with project standards. Resolved labeling issues by correcting errors and supporting quality improvements. • Labeled audio data with 98%+ accuracy • Followed strict annotation guidelines for consistency • Corrected labeling inconsistencies to improve dataset quality • Coordinated with QA teams to reduce rework

2019 - 2023

Data Annotation Specialist (Remote/Freelance)

Scale AIImageClassification

Annotated and labeled image datasets according to task instructions and quality benchmarks. Followed annotation guidelines to ensure labeled outputs were consistent and compliant. Worked to improve dataset reliability by finding issues and correcting them. • Produced image labels with 98%+ accuracy • Followed strict guidelines for consistent annotation • Corrected inconsistencies to improve dataset quality by 25% • Collaborated with QA to reduce revision requests

2019 - 2023

Data Annotation Specialist (Remote/Freelance)

RemotasksTextEntity (NER) Classification

Annotated and labeled text datasets and applied sentiment, intent, and entity labeling across large-scale collections. Ensured consistency by following strict annotation guidelines and complying with project standards. Identified labeling inconsistencies and corrected errors to improve overall dataset quality. • Labeled sentiment, intent, and entities across 100,000+ data points • Maintained 98%+ annotation accuracy while meeting productivity targets • Reduced rework/revisions by collaborating with QA teams • Improved dataset quality by correcting inconsistencies and errors

2019 - 2023

Transcriptionist (Remote/Freelancer)

OtherAudioTranscription

Transcribed interviews, meetings, podcasts, and lectures with high accuracy and on-time delivery. Produced clean verbatim and edited transcripts according to client specifications. Reduced the need for revisions by proofreading and formatting transcripts to match requirements. • Completed 500+ hours of audio/video transcription • Delivered 95–99% accurate transcripts within 100% turnaround deadlines • Reduced revisions by 30% through formatting and proofreading • Maintained confidentiality and data security while handling recorded content

2013 - 2015

Education

Work History