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Joy Nereah

Joy Nereah

IT Officer

KENYA flag
Nairobi, Kenya
$6.00/hrExpertClickworkerGoogle Cloud Vertex AILighttag

Key Skills

Software

ClickworkerClickworker
Google Cloud Vertex AIGoogle Cloud Vertex AI
LightTagLightTag
MercorMercor
MindriftMindrift
ProdigyProdigy
RemotasksRemotasks
Scale AIScale AI
Snorkel AISnorkel AI

Top Subject Matter

No subject matter listed

Top Data Types

AudioAudio
Computer Code ProgrammingComputer Code Programming
DocumentDocument
Geospatial Tiled ImageryGeospatial Tiled Imagery
ImageImage
TextText
VideoVideo

Top Label Types

Action Recognition
Audio Recording
Bounding Box
Classification
Computer Programming Coding
Diagnosis
Emotion Recognition
Entity Ner Classification
Evaluation Rating
Fine Tuning
Mapping
Object Detection
Point Key Point
Polygon
Prompt Response Writing SFT
Question Answering
Relationship
RLHF
Routing
Segmentation
Text Generation
Text Summarization
Transcription
Translation Localization

Freelancer Overview

I am an IT professional with hands-on experience in data management, digital record keeping, and technical support, making me well-suited for data labeling and AI training data roles. My background includes updating organizational data, managing digital systems, and ensuring data accuracy and security, which has strengthened my attention to detail and understanding of data integrity. I am proficient with a range of tools and technologies including SQL databases, Python, Java, and web technologies such as HTML, CSS, and JavaScript. I have also supported IT projects, trained staff on data protection best practices, and handled sensitive information, all of which have prepared me to contribute effectively to data annotation and AI training workflows. I am eager to apply my technical skills and commitment to quality in supporting high-impact AI projects.

ExpertEnglishSwahili

Labeling Experience

Community Case Data Classification & Annotation for NGO Information System

Don T DiscloseTextEntity Ner ClassificationSegmentation
I support the structuring, labeling, and quality review of program and case management data used in a community reporting and feedback system. The project involves organizing unstructured and semi-structured text data from case records, community feedback, and program reports into standardized categories for analysis, reporting, and system training purposes. My responsibilities include: • Classifying case information by program focus (rescue, rehabilitation, reintegration, prevention) • Tagging entities such as location, service type, beneficiary category, and intervention outcome • Reviewing and cleaning datasets to ensure consistency, completeness, and accuracy • Summarizing narrative reports into structured records • Performing quality control checks to maintain labeling standards • Preparing structured datasets for reporting and system integration The project supports decision-making, reporting, and digital system functionality through reliable and well-organized labeled data.

I support the structuring, labeling, and quality review of program and case management data used in a community reporting and feedback system. The project involves organizing unstructured and semi-structured text data from case records, community feedback, and program reports into standardized categories for analysis, reporting, and system training purposes. My responsibilities include: • Classifying case information by program focus (rescue, rehabilitation, reintegration, prevention) • Tagging entities such as location, service type, beneficiary category, and intervention outcome • Reviewing and cleaning datasets to ensure consistency, completeness, and accuracy • Summarizing narrative reports into structured records • Performing quality control checks to maintain labeling standards • Preparing structured datasets for reporting and system integration The project supports decision-making, reporting, and digital system functionality through reliable and well-organized labeled data.

2025 - 2020

Education

M

Mount Kenya University

Diploma in Information Technology, Information Technology

Diploma in Information Technology
2025 - 2025
T

Thika Technical Training Institute

Certificate in Information Communication Technology, Information Communication Technology

Certificate in Information Communication Technology
2021 - 2021

Work History

A

Action for Children in Conflict

IT Officer

Thika
2025 - Present
J

Jamhuri Primary School

IT Specialist and Computer Teacher

Thika
2021 - 2021