The power of AI is real, extraordinary, and growing by the month. That is not the problem. The problem is deploying that power without structure — like a ship in gale-force winds with no sail.
I work where AI meets accountability. As an author writing the discipline of decisions that carry real consequence. As a founder building AI-native fintech infrastructure. As the data governance and AI lead of an advisory practice. As an instructor training working professionals.
The thread holding it all together is The Double Shift: AI × Data Responsibility in financial advisory and capital markets — the discipline of using machines to enforce structure on human judgment, never to replace it.
Founder & CEO. Building AI-native financial software at the intersection of advisory workflow, AI agents, and Indian regulatory reality. Operator-credentialed product work, not consulting deck theory.
Visit wealthwisers.inHead of Data Governance & AI. Advisory practice on DPDP Act readiness and data center compliance for firms operating in India's regulated data landscape. The hard question underneath both: what should AI touch, and what shouldn't it?
Visit felicitas-analytical.comA foundation certification for AI in financial markets, run as a certification program at IMT Ghaziabad's Centre for Financial Markets. For equity analysts, wealth advisors, RIAs, and capital markets professionals. One Saturday, five sessions, MCQ exam, AEFM Level 1 certificate.
Explore AEFMPractitioner-led workshops for active traders, sub-brokers, and aspiring RIAs. Three parts: Technical Analysis, Futures & Options, Fundamental Analysis. Real prompts, real charts, working tools you keep.
See the seriesThe power of AI is real, extraordinary, and growing by the month. That is not the problem. The problem is deploying that power without structure — like a ship in gale-force winds with no sail. This book is about building the sail.
Read on LinkedInThe public framework for AI and data responsibility in financial advisory. Writing on LinkedIn, journals, and the EGA methodology. Speaking engagements on agentic AI, regulated industries, and machine judgment.
Read on LinkedIn
The power of AI is real, extraordinary, and growing by the month. That is not the problem. The problem is deploying that power without structure — like a ship in gale-force winds with no sail.
This book is about building the sail.
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