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Faith Kilinda

Faith Kilinda

Freelance Data Annotator – Image Labeling

KENYA flag
Mombasa, Kenya
$20.00/hrIntermediateOther

Key Skills

Software

Other

Top Subject Matter

Image Object Detection for AI Training
Text Sentiment Analysis and Classification for AI
Audio Transcription and Annotation for AI Training

Top Data Types

ImageImage
TextText
AudioAudio
DocumentDocument

Top Task Types

Bounding Box
Classification
Transcription

Freelancer Overview

Freelance Data Annotator – Image Labeling. Brings 5+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Other. Education includes Diploma in Technology, Technical University of Mombasa (2022) and Certificate in Computer Applications, Magnatech Institute (2019). AI-training focus includes data types such as Image, Text, and Audio and labeling workflows including Bounding Box, Classification, and Transcription.

IntermediateSwahiliEnglish

Labeling Experience

Freelance Data Annotator – Audio Transcription & Labeling

OtherAudioTranscription
I transcribed and labeled various short audio clips for AI training purposes. My task involved converting spoken content into written text with clarity and accuracy. I ensured all labels met strict quality standards before submission. • Transcribed audio into accurate written form • Labeled speech data based on project requirements • Reviewed transcriptions for accuracy and quality • Followed confidentiality and data handling guidelines

I transcribed and labeled various short audio clips for AI training purposes. My task involved converting spoken content into written text with clarity and accuracy. I ensured all labels met strict quality standards before submission. • Transcribed audio into accurate written form • Labeled speech data based on project requirements • Reviewed transcriptions for accuracy and quality • Followed confidentiality and data handling guidelines

2024 - Present

Freelance Data Annotator – Text Labeling

OtherTextClassification
In this project, I annotated and classified text data used for machine learning training. I performed sentiment analysis by sorting text samples into positive, negative, or neutral categories. I organized and cleaned data as part of the preparation process for AI models. • Labeled text for sentiment and category classification • Cleaned and organized raw textual data • Ensured high-quality accurate text annotations • Maintained consistency across classified data

In this project, I annotated and classified text data used for machine learning training. I performed sentiment analysis by sorting text samples into positive, negative, or neutral categories. I organized and cleaned data as part of the preparation process for AI models. • Labeled text for sentiment and category classification • Cleaned and organized raw textual data • Ensured high-quality accurate text annotations • Maintained consistency across classified data

2024 - Present

Freelance Data Annotator – Image Labeling

OtherImageBounding Box
As a freelance data annotator, I labeled and categorized image datasets for AI model training. I performed object detection by drawing bounding boxes around items such as people, vehicles, and objects, ensuring accuracy and consistency. I reviewed and corrected annotations according to detailed project guidelines. • Labeled images for object detection tasks • Drew bounding boxes to identify target objects • Maintained high annotation quality and consistency • Followed all data confidentiality protocols

As a freelance data annotator, I labeled and categorized image datasets for AI model training. I performed object detection by drawing bounding boxes around items such as people, vehicles, and objects, ensuring accuracy and consistency. I reviewed and corrected annotations according to detailed project guidelines. • Labeled images for object detection tasks • Drew bounding boxes to identify target objects • Maintained high annotation quality and consistency • Followed all data confidentiality protocols

2024 - Present

Education

T

Technical University of Mombasa

Diploma in Technology, Medical Engineering

Diploma in Technology
2019 - 2022
M

Magnatech Institute

Certificate in Computer Applications, Computer Applications

Certificate in Computer Applications
2019 - 2019

Work History

J

Jocham Hospital

Biomedical Engineer

Mombasa
2024 - Present
A

Airlite Electronics

HVAC Technician

Nairobi
2024 - 2024