Kenford Abukuse

Key Skills

Software

Appen

Other

Top Subject Matter

Speech Recognition

Linguistics Domain Expertise

Computer Vision

Top Data Types

Audio

Video

Text

Image

Document

Top Task Types

Transcription

Freelancer Overview

Independent Contractor – AI Data Trainer & Labeler. Brings 3+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Appen and Other. Education includes Bachelor of Science, University of the People (2025). AI-training focus includes data types such as Audio, Video, and Text and labeling workflows including Transcription, Evaluation, and Rating.

Labeling Experience

Independent Contractor – AI Data Trainer & Labeler

AppenVideo

Performed rigorous video review and assessment tasks for developing computer vision AI models. Modified video segmentations produced by machine learning algorithms to adhere to strict accuracy standards. Generated detailed evaluations and ratings on visual data to improve model precision. • Delivered high-fidelity video labeling and reviewed edge cases. • Focused on meeting tight deadlines and ensuring data integrity across projects. • Leveraged internal workflows to maximize labeling efficiency and reliability. • Provided expert domain-specific feedback on technical scripts related to algorithms.

Performed rigorous video review and assessment tasks for developing computer vision AI models. Modified video segmentations produced by machine learning algorithms to adhere to strict accuracy standards. Generated detailed evaluations and ratings on visual data to improve model precision. • Delivered high-fidelity video labeling and reviewed edge cases. • Focused on meeting tight deadlines and ensuring data integrity across projects. • Leveraged internal workflows to maximize labeling efficiency and reliability. • Provided expert domain-specific feedback on technical scripts related to algorithms.

2025 - Present

Independent Contractor – AI Data Trainer & Labeler

AppenAudioTranscription

Provided high-accuracy annotations for audio collection projects to train advanced AI and speech recognition systems. Modified and evaluated machine-generated transcriptions, ensuring alignment with complex project guidelines. Consistently maintained high quality and low error rates in subjective ratings and objective labeling tasks. • Delivered technical feedback on linguistic datasets and algorithmic patterns. • Collaborated remotely with CrowdGen (Appen) and other platforms on diverse audio datasets. • Utilized specialized tools for detailed audio segmentation and transcription evaluation. • Supported a weekly production target of 40 hours to meet project milestones.

Provided high-accuracy annotations for audio collection projects to train advanced AI and speech recognition systems. Modified and evaluated machine-generated transcriptions, ensuring alignment with complex project guidelines. Consistently maintained high quality and low error rates in subjective ratings and objective labeling tasks. • Delivered technical feedback on linguistic datasets and algorithmic patterns. • Collaborated remotely with CrowdGen (Appen) and other platforms on diverse audio datasets. • Utilized specialized tools for detailed audio segmentation and transcription evaluation. • Supported a weekly production target of 40 hours to meet project milestones.

2025 - Present

Founder & Digital Entrepreneur

OtherText

Oversaw multilingual transcription and translation rating projects for AI-driven content and marketplace tools. Directed quality control of both linguistic and visual digital assets to ensure high standards in global services. Utilized 3D design and AI-assisted tools to create training data for editorial visual systems. • Managed and rated Mandarin, English, and Swahili transcriptions for translation accuracy. • Applied automated tools to improve workflow efficiency in training data curation. • Enforced compliance protocols for data annotation teams in a remote setup. • Leveraged creative and technical knowledge in the development of quality datasets.

Oversaw multilingual transcription and translation rating projects for AI-driven content and marketplace tools. Directed quality control of both linguistic and visual digital assets to ensure high standards in global services. Utilized 3D design and AI-assisted tools to create training data for editorial visual systems. • Managed and rated Mandarin, English, and Swahili transcriptions for translation accuracy. • Applied automated tools to improve workflow efficiency in training data curation. • Enforced compliance protocols for data annotation teams in a remote setup. • Leveraged creative and technical knowledge in the development of quality datasets.

2024 - Present

Education

Work History