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I'm a detail-oriented researcher and data contributor with over five years of experience supporting AI training, transcription, data validation, and digital research projects in remote environments. I collaborate with large language models, verify information through web research, and refine outputs to meet strict quality and guideline requirements. I bring strong analytical thinking, clear written English, and a proactive approach to human-AI collaboration. I excel at identifying inaccuracies, reasoning gaps, and usability issues, and I pride myself on delivering outputs that align with guidelines and project expectations.…I'm a detail-oriented researcher and data contributor with over five years of experience supporting AI training, transcription, data validation, and digital research projects in remote environments. I collaborate with large language models, verify information through web research, and refine outputs to meet strict quality and guideline requirements. I bring strong analytical thinking, clear written English, and a proactive approach to human-AI collaboration. I excel at identifying inaccuracies, reasoning gaps, and usability issues, and I pride myself on delivering outputs that align with guidelines and project expectations.

TIONGE NGOMA

Data Annotator, Audio Transcriber, Content Creator, +5

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I'm a detail-oriented researcher and data contributor with over five years of experience supporting AI training, transcription, data validation, and digital research projects in remote environments. I collaborate with large language models, verify information through web research, and refine outputs to meet strict quality and guideline requirements. I bring strong analytical thinking, clear written English, and a proactive approach to human-AI collaboration. I excel at identifying inaccuracies, reasoning gaps, and usability issues, and I pride myself on delivering outputs that align with guidelines and project expectations.…I'm a detail-oriented researcher and data contributor with over five years of experience supporting AI training, transcription, data validation, and digital research projects in remote environments. I collaborate with large language models, verify information through web research, and refine outputs to meet strict quality and guideline requirements. I bring strong analytical thinking, clear written English, and a proactive approach to human-AI collaboration. I excel at identifying inaccuracies, reasoning gaps, and usability issues, and I pride myself on delivering outputs that align with guidelines and project expectations.

Available to hire

I’m a detail-oriented researcher and data contributor with over five years of experience supporting AI training, transcription, data validation, and digital research projects in remote environments. I collaborate with large language models, verify information through web research, and refine outputs to meet strict quality and guideline requirements.

I bring strong analytical thinking, clear written English, and a proactive approach to human-AI collaboration. I excel at identifying inaccuracies, reasoning gaps, and usability issues, and I pride myself on delivering outputs that align with guidelines and project expectations.

Skills

AI Data Labelling

Prompt Engineering

Copywriting

Experience Level

AI Data Labelling

Expert

Prompt Engineering

Expert

Copywriting

Intermediate

Language

English

Fluent

Work Experience

User Testing Contributor at UserTesting

January 1, 2021 - Present

Provided structured audio and written feedback to evaluate digital and AI-driven systems. Identified inaccuracies, reasoning gaps, and usability issues, contributing to improved model outputs. Worked independently while following detailed task instructions and quality benchmarks.

Research Contributor at Prolific

January 1, 2021 - Present

Completed research and annotation tasks involving intent classification, data validation, and reasoning. Followed complex guidelines and delivered accurate, well-reasoned outputs under time constraints.

Transcriptionist at Rev.com

January 1, 2019 - December 31, 2020

Transcribed and edited audio and video content with 98%+ accuracy while following strict style guides. Reviewed outputs for linguistic quality, clarity, and consistency.