Designing AI systems humans actually trust
Product Design Lead at McKinsey & Company. I specialize in GenAI search and knowledge platforms at enterprise scale—thousands of users, mission-critical queries, high stakes. My approach: bridge the gap between what AI can do and what users should trust it to do. Before McKinsey, I built educational simulations at Forio for Harvard, MIT, and Meta, and designed products in India. I think in systems, outcomes, and research-driven design.