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Edward Kibe

Edward Kibe

Expert in Data Labeling, LLM Evaluation, Text Generation (English/Swahili)

Kenya flagNairobi, Kenya
$5.00/hrExpertAppenClickworkerCVAT

Key Skills

Software

AppenAppen
ClickworkerClickworker
CVATCVAT
LabelboxLabelbox
MindriftMindrift
OneFormaOneForma
RemotasksRemotasks
TolokaToloka
TelusTelus
Other
Scale AIScale AI

Top Subject Matter

Image annotation and object recognition
LLM evaluation in Swahili and English
Search engine evaluation

Top Data Types

AudioAudio
ImageImage
TextText

Top Task Types

Bounding BoxBounding Box
CuboidCuboid
Fine-tuningFine-tuning
MappingMapping
Object DetectionObject Detection

Freelancer Overview

I am an experienced AI data labeling professional with over 5 years of expertise in image and video annotation, multilingual language model evaluation, and text generation in English and Swahili. I’ve worked on diverse projects using tools like CVAT.ai, Google EWOQ, and CrowdCompute, delivering precise and high-quality annotations. My experience includes segmenting and labeling image data, classifying text, and evaluating search engine results to improve relevance and user satisfaction. Notable projects include supporting multilingual reasoning tasks in Fireweed Falcon-LLM, where I annotated and corrected model outputs across various languages, and performing sentiment analysis and categorization for search engine optimization.

ExpertSwahiliEnglish

Labeling Experience

Telus

Audio voice recognition

TelusAudioText Generation
Record utterances, typically short sentences or phrases known as hotwords, in my native language and by following the instructions given on the screen before the hotwords.

Record utterances, typically short sentences or phrases known as hotwords, in my native language and by following the instructions given on the screen before the hotwords.

2024
Appen

Whatcomm Search Engine Evaluation

AppenTextText Generation
Performing search engine result annotations, classifications, and sentiment analysis. Categorizing and ranking search results for relevance and localization, improving search accuracy and user satisfaction.

Performing search engine result annotations, classifications, and sentiment analysis. Categorizing and ranking search results for relevance and localization, improving search accuracy and user satisfaction.

2024
Appen

Fireweed Falcon-LLM Multilingual Tasks

AppenText
Annotating and evaluating multilingual language model outputs, focusing on identifying and correcting errors. Working with prompts and responses in Swahili to enhance LLM reasoning and ensure high-quality outputs.

Annotating and evaluating multilingual language model outputs, focusing on identifying and correcting errors. Working with prompts and responses in Swahili to enhance LLM reasoning and ensure high-quality outputs.

2024
Telus

Data Annotation

TelusImageData Collection
Annotating photos using Google’s EWOQ and CrowdCompute systems. Following strict project guidelines to deliver accurate and consistent annotations for various datasets.

Annotating photos using Google’s EWOQ and CrowdCompute systems. Following strict project guidelines to deliver accurate and consistent annotations for various datasets.

2023
CVAT

Image annotation

CVATImagePolygonSegmentation
Ensured precise object masking with minimal overlap, contributing to computer vision model training.

Ensured precise object masking with minimal overlap, contributing to computer vision model training.

2023 - 2024

Education

T

Technical University of Kenya

Diploma in Computer Studies, Computer Studies

Diploma in Computer Studies
2001 - 2004

Work History

T

Trisolid Enterprises

Operations manager

Nairobi
2019 - Present
T

Trisolid Enterprises

Owner and Manager

Nairobi
2019 - Present