I will plan and manage ai training data collection for your projects
AI Data Collection and UX Research Consultant
About this Gig
Need high-quality human data for your AI/ML project, but unsure how to structure the process and collect data?
I can help you design and manage a reliable human-data collection project - from defining the protocol and participant workflow to running the collection, setting up QA checks, and reviewing the final data.
My experience includes leading large-scale AI/ML data collection programs at Apple, managing 300+ participant studies, building QA workflows, and working closely with engineering teams to ensure collected data meets downstream requirements.
Depending on your package, I can support:
- Study and protocol design
- Participant/data contributor workflows
- Pilot or managed data collection
- QA checkpoints and validation
- Process improvements and reporting
Projects can include behavioral, audio, image, video, survey, or other human-generated data depending on your needs.
For larger-scale collections or specialized recruitment, please message me before ordering so I can understand your requirements and create a custom offer.

