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Abigail Mukonyo

Abigail Mukonyo

Program Lead - Community Development & Climate Resilience

KENYA flag
Nairobi, Kenya, Kenya
$10.00/hrEntry LevelOther

Key Skills

Software

Other

Top Subject Matter

No subject matter listed

Top Data Types

ImageImage
AudioAudio

Top Label Types

Classification
Object Detection
Action Recognition
Diagnosis
Evaluation Rating
Segmentation
Relationship
Question Answering
Data Collection
Audio Recording

Freelancer Overview

I bring over 9 years of experience in program coordination, stakeholder engagement, and detailed reporting, which have honed my attention to accuracy and process—key skills for data labeling and AI training data roles. My background in managing community and youth engagement projects required meticulous documentation, monitoring, and synthesis of diverse information, ensuring data integrity and clarity for donor and partner reporting. I am proficient with project management tools like Asana and MS Office Suite, and have extensive experience facilitating participatory processes, compiling analytical reports, and organizing large-scale data from multiple sources. My work across climate resilience, food systems, and development programs has given me a strong foundation in handling complex, real-world data sets and ensuring that information is well-organized, reliable, and ready for use in AI and machine learning applications. I am fluent in English and Kiswahili, and thrive in roles that require precision, collaboration, and a commitment to high-quality data outcomes.

Entry LevelEnglishSwahili

Labeling Experience

AI Task Contributor (Audio Recording) – Silencio

OtherAudioData CollectionAudio Recording
Produced structured voice and audio recordings following strict guidelines to assist in training speech and audio-based AI models. Complied with data integrity, privacy, and defined task requirements to ensure usability for learning algorithms. Supported the advancement of machine learning by contributing to high-quality audio datasets. • Delivered consistent and accurate audio recordings as per prompt instructions. • Upheld task compliance and met all privacy requirements for dataset creation. • Assisted in building effective audio datasets for AI and ML purposes. • Managed workflow and submissions independently in a remote environment.

Produced structured voice and audio recordings following strict guidelines to assist in training speech and audio-based AI models. Complied with data integrity, privacy, and defined task requirements to ensure usability for learning algorithms. Supported the advancement of machine learning by contributing to high-quality audio datasets. • Delivered consistent and accurate audio recordings as per prompt instructions. • Upheld task compliance and met all privacy requirements for dataset creation. • Assisted in building effective audio datasets for AI and ML purposes. • Managed workflow and submissions independently in a remote environment.

2025

AI Task Contributor (Audio Recording) – Pila 8

OtherAudioData CollectionAudio Recording
Recorded structured high-quality audio samples according to detailed prompts and platform-specific requirements. Ensured all audio submissions met clarity, accuracy, and consistency standards for effective AI training datasets. Managed timely submissions while prioritizing data privacy and compliant task execution. • Delivered accurate and reliable audio sample recordings for machine learning datasets. • Adhered strictly to platform-defined quality and formatting requirements. • Maintained compliance with all privacy and confidentiality protocols. • Supported speech recognition and other auditory machine learning tasks through data collection.

Recorded structured high-quality audio samples according to detailed prompts and platform-specific requirements. Ensured all audio submissions met clarity, accuracy, and consistency standards for effective AI training datasets. Managed timely submissions while prioritizing data privacy and compliant task execution. • Delivered accurate and reliable audio sample recordings for machine learning datasets. • Adhered strictly to platform-defined quality and formatting requirements. • Maintained compliance with all privacy and confidentiality protocols. • Supported speech recognition and other auditory machine learning tasks through data collection.

2025

Machine Learning Trainer (Independent Contractor) – Reliabl

OtherImageSegmentationRelationship
Supported multimodal machine learning model development by conducting high-quality image data annotation using proprietary workflows. Performed precise image classification tasks to categorize visual content and carried out VQA (visual question answering) and inference tasks to bolster model evaluation. Assessed and categorized data to distinguish AI-generated outputs and maintained rigorous quality assurance throughout the process. • Executed all annotation and labeling tasks under NDA agreements and privacy protocols. • Applied detailed quality checks to ensure annotation accuracy, consistency, and guideline compliance. • Worked with international stakeholders and followed project-specific annotation guidelines. • Utilized Feather (OpenAI) tooling for all image annotation and labeling activities.

Supported multimodal machine learning model development by conducting high-quality image data annotation using proprietary workflows. Performed precise image classification tasks to categorize visual content and carried out VQA (visual question answering) and inference tasks to bolster model evaluation. Assessed and categorized data to distinguish AI-generated outputs and maintained rigorous quality assurance throughout the process. • Executed all annotation and labeling tasks under NDA agreements and privacy protocols. • Applied detailed quality checks to ensure annotation accuracy, consistency, and guideline compliance. • Worked with international stakeholders and followed project-specific annotation guidelines. • Utilized Feather (OpenAI) tooling for all image annotation and labeling activities.

2025 - 2025

Data Annotator

OtherImageClassificationObject Detection
Compared paired images to determine AI-generated likelihood for an Open AI computer vision project, rating AI likeness and authenticity using a web-based annotation platform.

Compared paired images to determine AI-generated likelihood for an Open AI computer vision project, rating AI likeness and authenticity using a web-based annotation platform.

2025 - 2025

Education

U

University of Nairobi

Master of Arts (Ongoing), Project Planning and Management

Master of Arts (Ongoing)
2024 - 2025
M

Maasai Mara University

Bachelor of Arts, Social Work

Bachelor of Arts
2011 - 2015

Work History

M

Mzizi Empowerment Initiative

Program Lead

Nairobi
2022 - Present
T

Thrive Philanthropy

Executive Coordinator

Nairobi
2023 - 2024