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Vishi Rajvanshi — Head, Data & AI Products · Kristal.AI · Singapore, Singapore.
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About
I build AI products that people in regulated businesses actually use, and the guardrails that let them trust it: evaluation, human sign-off where the stakes are high, and governance a regulator can follow. I lead Data & AI Products at a wealth platform in Singapore. Before that I spent four years at PayPal growing a small-business division from $5.6M to $68M through churn models and experimentation. Earlier, I built Edelman's APAC analytics practice. I write about AI agents in financial services on NextGenProdMan, published research on how people delegate decisions to AI agents (SSRN, 2026), and wrote The Attention Ledger (2026). MBA, Nanyang Business School · MS Business Analytics, NUS · SID Accredited Director · AWS AI Practitioner · Google Generative AI [email protected]
Experience
Head, Data & AI ProductsCurrent
Kristal.AI · Singapore
2026 – Present
Lead the Data & AI product function, reporting to the CEO. Own AI strategy, the AI product portfolio and AI governance across four regulated markets.
Member
Singapore Institute of Directors
Jun 2026 – Present
Education
Skills
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