Mcgrace A.

Key Skills

Software

OneForma

Top Subject Matter

AI dataset labeling and annotation

Transcription and voice evaluation

Top Data Types

Text

Audio

Top Task Types

Data Collection

Transcription

Freelancer Overview

AI Data Contributor — OneForma / Outlier (Remote, 2024 – Present). Brings 3+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include OneForma, N, and A. Education includes Bachelor of Engineering, Federal University of Technology Akure (2017). AI-training focus includes data types such as Text and Audio and labeling workflows including Data Collection and Transcription.

Labeling Experience

Transcription and voice evaluation tasks (Project work, 2024 – Present)

AudioTranscription

Contributed to transcription-related AI tasks as part of data labeling and voice evaluation activities. Applied guidelines to produce accurate transcribed outputs for evaluation. Assisted in generating usable labeled data for downstream analysis and model support. • Participated in transcription and voice evaluation tasks • Followed task-specific instructions for accuracy • Produced labeled transcription outputs • Supported dataset preparation for AI use cases

2024 - Present

AI Data Contributor — OneForma / Outlier (Remote, 2024 – Present)

OneFormaTextData Collection

Worked as an AI Data Contributor performing data labeling and annotation tasks based on provided instructions. Ensured the labeled outputs met required accuracy and quality standards. Completed tasks across varying dataset formats while following project guidelines. • Performed data annotation and labeling tasks • Verified dataset accuracy and quality • Followed diverse instructions across different formats • Supported AI model training workflows

2024 - Present

Education

Work History