Assessed cognitive science and AI grant proposals for scientific rigor, feasibility, and real-world impact for national science foundations.
Evaluated brain-computer interface narratives for a major streaming platform's original content against current neuroscience and AI research.
Privacy-by-design architecture for an AI transcription system operating across US and Canadian jurisdictions.
Competitive positioning analysis and technical capability assessment for institutional investors evaluating AI companies.
Advised on data pipeline design, systems integration, and analytics infrastructure for AI-driven workflows.
AI plausibility evaluation for health tech, measurement of human-AI performance in clinical workflows, digital health intervention design.
Designed and deployed randomized experiments testing behavioral, psychological, and instructional interventions at scale.