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I’m a results-driven data annotator, researcher, and support engineer with over a decade of experience helping teams turn data into actionable insights. I thrive in fast-paced environments, collaborating with engineers and researchers to troubleshoot issues, train AI, and deliver high-quality data and content. I’m passionate about education technology, data quality, and clear, user-friendly content. I enjoy turning complex findings into practical guidance, and I bring a personable, can-do approach to every project, on time and with attention to detail.…I’m a results-driven data annotator, researcher, and support engineer with over a decade of experience helping teams turn data into actionable insights. I thrive in fast-paced environments, collaborating with engineers and researchers to troubleshoot issues, train AI, and deliver high-quality data and content. I’m passionate about education technology, data quality, and clear, user-friendly content. I enjoy turning complex findings into practical guidance, and I bring a personable, can-do approach to every project, on time and with attention to detail.

John Emmanuel Ridic

Data Annotator, Writer, Web Designer, +1

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I’m a results-driven data annotator, researcher, and support engineer with over a decade of experience helping teams turn data into actionable insights. I thrive in fast-paced environments, collaborating with engineers and researchers to troubleshoot issues, train AI, and deliver high-quality data and content. I’m passionate about education technology, data quality, and clear, user-friendly content. I enjoy turning complex findings into practical guidance, and I bring a personable, can-do approach to every project, on time and with attention to detail.…I’m a results-driven data annotator, researcher, and support engineer with over a decade of experience helping teams turn data into actionable insights. I thrive in fast-paced environments, collaborating with engineers and researchers to troubleshoot issues, train AI, and deliver high-quality data and content. I’m passionate about education technology, data quality, and clear, user-friendly content. I enjoy turning complex findings into practical guidance, and I bring a personable, can-do approach to every project, on time and with attention to detail.

Available to hire

I’m a results-driven data annotator, researcher, and support engineer with over a decade of experience helping teams turn data into actionable insights. I thrive in fast-paced environments, collaborating with engineers and researchers to troubleshoot issues, train AI, and deliver high-quality data and content.
I’m passionate about education technology, data quality, and clear, user-friendly content. I enjoy turning complex findings into practical guidance, and I bring a personable, can-do approach to every project, on time and with attention to detail.

Skills

Experience Level

Expert

Expert

Expert

Expert

Expert

Expert

Intermediate

Intermediate

Language

English

Fluent

Work Experience

AI Trainer / Data Annotator at Telus Digital, USA (Remote)

July 1, 2024 - November 19, 2025

Trained AI and machine learning models by providing accurate and high-quality labeled data. Reviewed training datasets to enhance model accuracy and performance. Followed detailed annotation guidelines for consistency. Collaborated with data scientists and engineers to optimize training pipelines and identified data issues to correct biases.

Data Annotator at TransPerfect DataForce, USA

May 1, 2024 - November 19, 2025

Labeled and categorized data (text, images, audio, video) for ML applications, following strict annotation guidelines. Performed quality assurance on annotated data and reported data quality issues to project managers. Ensured data privacy and confidentiality compliance.

Data Entry Specialist at Armstrong Global Multi-Concept LLC, USA

August 1, 2023 - November 19, 2025

Entered and updated data in databases and spreadsheets with high accuracy (95%), ensured data integrity, cross-checked against source documents, and generated reports to support data-driven decisions. Handled sensitive information responsibly and maintained proper data backups.

Research Assistant, Writer, Technical Support Engineer at Emir Educational Technology

December 1, 2016 - November 19, 2025

Provided end-to-end assistance on educational research, creative writing, and content mapping for 60+ clients. Reviewed literature, designed research instruments, analyzed data (Excel, SPSS), drafted sections of reports, and ensured ethical guidelines were followed.

Web Creator, Content Writer at Emir Educational Technology

May 1, 2017 - November 19, 2025

Researched educational trends, created blog posts, site copy, and social content with SEO in mind. Designed visuals and led content strategy to improve accessibility and engagement for higher education audiences.