Lead Side's global Datasets business strategy and operations, expanding beyond speech into image, video, multimodal and crowdsourced data. Drive solution design, scalable delivery methodologies, pricing and commercial strategy, client partnerships, team leadership, QA and metadata standards, and industry thought leadership to grow large-scale, multilingual AI training data programs.