Poy Donasco
@poydonasco
I build accurate AI training datasets through annotation, evaluation, and quality assurance.
What I'm looking for
I've built AI training datasets at Agents Only and Innodata by annotating video, text, images, audio, and model-generated content. I apply detailed taxonomies, label events and entities, evaluate LLM outputs, and conduct quality checks to keep datasets accurate and consistent.
At Tata Consultancy Services, I processed and validated complex, high-volume insurance, claims, and tax compliance data while protecting confidential information and meeting SLA requirements. I also created SOPs, workflow guides, and documentation that improved operational consistency and knowledge transfer.
My experience at TaskUs and Alorica combines content moderation, KPI monitoring, fraud investigation, e-commerce operations, coaching, and customer support. I bring a process-focused approach to quality, compliance, and continuous improvement.
Experience
Work history, roles, and key accomplishments
Video Annotator
Agents Only
Jul 2026 - Aug 2026 (1 month)
Performed video annotation and event labeling for AI training datasets, identifying worker actions, objects, interactions, movement, and safety-related events across warehouse video footage. Reviewed multi-camera footage and applied project-specific annotation taxonomy, categories, subcategories, instances, severity, timestamps, and structured event captions.
Education
Degrees, certifications, and relevant coursework
Asia-Pacific Christian College and Seminary
Bachelor of Arts, Christian Education
2011 - 2015
Pursued a Bachelor of Arts in Christian Education, focusing on theological studies and educational principles.
Tech stack
Software and tools used professionally
Availability
Location
Authorized to work in
Job categories
Skills
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