Building Enterprise-Grade (Gen)AI that Moves $-Billions, Safely

AI executive with 22 years steering multi-cloud, low-latency and GenAI platforms for global banks, Fortune 500s and governments across APAC, EMEA and the Americas. I convert frontier research—reinforcement-learning market makers, LLM-driven knowledge copilots, graph-based fraud engines—into $-hundred-million PnL and double-digit ROE uplifts while meeting the most exacting regulatory bars (SR 11-7, Basel III FRTB, EU AI Act).

I orchestrate the people, processes, and platforms that let Tier-1 banks leverage data and AI securely, responsibly, and profitably. My north star : turning cutting-edge science into repeatable P&L while safeguarding trust.

As a PhD Scholar at IIM Kozhikode, I research enterprise-grade AI adoption, focusing on how organizations can scale AI responsibly, integrating frameworks like TOE and UTAUT with practical insights from the field.

Whether it's enabling cloud-native AI for R&D simulations or driving MLOps at scale, I bring a dual lens of academic rigor and hands-on execution to every engagement.

Let’s connect if you’re scaling GenAI across front-office, risk and ops; de-risking quant models under tightening regulation; or commercializing AI innovations that move the needle on capital efficiency and client alpha