Rishi is the Global Communications and Outreach Coordinator at iMMAP Inc. Before entering the humanitarian data field, he held marketing and management roles in the fashion and luxury hospitality industries. He has closely followed the rise of AI in the humanitarian sector, particularly the development of Natural Language Processing (NLP) for analyzing humanitarian data. Rishi also co-authored the paper "AI Risks and Realignments in Humanitarian Crisis Contexts," published by the UCL School of Management and iMMAP Inc., which examines the impact of AI on crisis management.