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Hello World

Welcome. I've been building products for over a decade — from Six Sigma internships at Tata, to pricing engines at Maersk, to AI-powered ads at Booking.com. Somewhere along the way I realized the stories behind the work are worth telling.

This blog is where I'll share what I've learned about product leadership, working with AI and ML, scaling businesses from 0→1, and navigating a career that's taken me across Asia, Africa, Europe, and North America.

I'll write about the decisions that mattered, the frameworks that actually held up under pressure, and the mistakes that taught me more than any success.

If you're a product manager, a founder, or someone figuring out their next move — I hope you'll find something useful here. And if you want to talk, reach out.