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Ruth Mungai

Ruth Mungai

AI Data Annotation Specialist (Freelance/Projects Assistant)

Kenya flagNairobi, Kenya
$8.00/hrEntry LevelOtherRemotasksClickworker

Key Skills

Software

Other
RemotasksRemotasks
ClickworkerClickworker
MercorMercor

Top Subject Matter

Visual data annotation and survey data
Social Research and Field Data Annotation
Market Research and Consumer Insights

Top Data Types

ImageImage
TextText
DocumentDocument

Top Task Types

ClassificationClassification
SegmentationSegmentation
Question AnsweringQuestion Answering
Text SummarizationText Summarization
TranscriptionTranscription
Data CollectionData Collection

Freelancer Overview

AI Data Annotation Specialist (Freelance/Projects Assistant). Brings 13+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Other. Education includes Bachelor of Arts, Kenyatta University (2016) and Diploma in Public Relations, Zetech College (2013). AI-training focus includes data types such as Image and labeling workflows including Classification.

Entry LevelEnglishSwahili

Labeling Experience

AI Data Annotation Specialist (Freelance/Projects Assistant)

OtherTextData Collection
I performed visual data annotation, survey data capture, and transcription tasks supporting AI training processes. I ensured data quality and consistency by reviewing, cleaning, and validating structured and unstructured data according to project guidelines. My work involved implementing strict quality control measures while annotating image and text data for training AI systems. • Utilized KOBO Toolbox and SurveyToGo for digital data collection and quality assurance. • Managed real-world data verification and annotation for diverse projects. • Demonstrated strong attention to detail and compliance with annotation protocols. • Supported high-volume, high-accuracy data labeling tasks under tight deadlines.

I performed visual data annotation, survey data capture, and transcription tasks supporting AI training processes. I ensured data quality and consistency by reviewing, cleaning, and validating structured and unstructured data according to project guidelines. My work involved implementing strict quality control measures while annotating image and text data for training AI systems. • Utilized KOBO Toolbox and SurveyToGo for digital data collection and quality assurance. • Managed real-world data verification and annotation for diverse projects. • Demonstrated strong attention to detail and compliance with annotation protocols. • Supported high-volume, high-accuracy data labeling tasks under tight deadlines.

2016 - 2025

Education

K

Kenyatta University

Bachelor of Arts, Psychology and Political Science

Bachelor of Arts
2013 - 2016
Z

Zetech College

Diploma in Public Relations, Public Relations

Diploma in Public Relations
2012 - 2013

Work History

R

Research Plus Africa

Program Assistant & Projects Coordinator

Nairobi
2023 - 2025
R

Research Plus Africa

Research Executive (Field Operations)

Nairobi
2016 - 2022