Operations, compliance, and how the data industry works.
Emil supports operations, documentation, compliance coordination, and project delivery at Spirelight. He helps structure the process so recruitment, consent, production, and handoff stay aligned. He writes about how the speech-data and AI-data industry actually works: sourcing, consent, quality control, and what buyers should look for in a dataset partner.
AI training jobs are real, but scams surround them. Here is how legitimate platforms work, the red flags to walk away from, and how the big names compare.
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