Rose G.

Key Skills

Software

Appen

Clickworker

Data Annotation Tech

Label Studio

Mercor

Micro1

Remotasks

Toloka

Other

Doccano

AWS SageMaker

Argilla

Axiom AI

CloudFactory

CrowdFlower

CrowdSource

CVAT

Dataloop

Datatroniq

Datumbox

Datature

Dataturk

Top Subject Matter

Language and text datasets for AI/ML

Sentiment analysis, intent classification, and document categorization

E-commerce product categorization and customer support data labeling

Top Data Types

Text

Image

Audio

Top Task Types

Classification

Transcription

Data Collection

Entity (NER) Classification

Text Generation

Question Answering

Text Summarization

Evaluation/Rating

Computer Programming/Coding

Prompt + Response Writing (SFT)

RLHF

Segmentation

Freelancer Overview

Freelance Data Labeling & Language Specialist (Remote). Brings 6+ years of pDetail-oriented Data Labeling and AI Training Specialist with experience handling text annotation, classification, transcription, and quality assurance tasks for remote projects. Skilled in organizing, reviewing, and validating large datasets while maintaining high accuracy and consistency under strict guidelines. Proficient in Excel, Google Sheets, Python basics, and data cleaning workflows, with strong analytical and problem-solving abilities developed through ICT and data-focused projects. Holds a Bachelor’s Degree in Information Communication Technology (ICT) from Chuka University. Experienced in text-based AI training workflows including classification, content review, sentiment labeling, transcription, and data categorization. Known for attention to detail, fast learning, adaptability to new annotation tools, and delivering quality results in remote environments.professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Excel & Google Sheets. Education includes Bachelor’s Degree, N/A. AI-training focus includes data types such as Text and labeling workflows including Classification.

Labeling Experience

AI Text Classification & Content Review

TextClassification

eviewed, labeled, and categorized text datasets for AI training and language-processing tasks. Performed text classification, content review, transcription correction, and data validation while following strict annotation guidelines. Worked with structured and unstructured datasets to improve data consistency and quality for machine learning applications. Maintained high attention to detail and accuracy when processing large volumes of text data under project deadlines.

2024 - Present

Freelance Data Labeling & Language Specialist (Remote)

TextClassification

Annotated and categorized text and language datasets for AI and machine learning projects. Conducted quality checks to ensure high annotation accuracy and consistency across large volumes. Supported transcription and translation tasks while following strict accuracy standards and project requirements. • Text and language labeling for AI/ML datasets • Quality assurance checks for consistency and accuracy • Transcription and translation with high accuracy standards • Dataset organization, cleaning, and validation using spreadsheets

2024 - Present

Sentiment Analysis & Text Categorization Project

TextClassification

Classified and labeled text content based on sentiment, intent, and topic categories for AI training purposes. Reviewed annotations for consistency and corrected labeling inconsistencies during quality assurance checks. Helped prepare clean datasets suitable for machine learning model evaluation and improvement.

2024 - 2024

Education

Work History