Vishi Rajvanshi leads Data and AI Products at Kristal.AI, a digital wealth platform operating across Singapore, Hong Kong, India, and the UAE, and is an alumnus of the inaugural NUS MSBA class of 2014. He works at the intersection of product, data science, and business, taking AI ideas from concept to production, including portfolio analytics engines, RAG-based assistants for relationship managers, and multi-agent LLM systems in a regulated financial environment.
With 17 years of experience across AI product leadership, growth, and analytics consulting at PayPal, Edelman, and IBM, he has been both the hands-on builder and the product owner and knows what it takes to move between the two. He is an Accredited Director with the Singapore Institute of Directors, a published researcher, and the author of the book *Attention Ledger*.
Vishi offers practical guidance on moving from analyst to product roles, choosing between tech, fintech,
and consulting paths, shipping AI in regulated industries, and preparing for portfolio and interview evaluations. He mentors early-career analysts and interns at Kristal.AI and has hosted NUS MSBA capstone interns on production AI projects.