Architecture & systems design
Engine-of-engines. Multi-face product strategy. Federated systems where one substrate serves many surfaces.
An engine for a Bay-Area billionaire — real-time matchmaking surface where multiple brands compete for one demography. London, 2010.
Scaling engineering organisations
ThoughtWorks-lineage discipline applied to legacy modernisation. From cluttered to coherent — by reshaping team boundaries, not just code.
Four years inside Swiggy: leading the org-shape transformation from an over-populated engineering team to a leaner, sharper model.
Agentic AI integration
Cockpits, Companions, and the underlying judgment substrate. Frontier models channelled through human-in-the-loop architecture.
An executive coach in San Francisco — built her into a marketplace platform with 500 wisdom-skills and 100 active CXO users.
Zero-to-one product
From problem-domain to thinnest vertical slice. Then milestones, features, acceptance criteria, audits — the whole craft.
An X-large fin-bank in India — first end-to-end neo-bank, half-a-billion thesis. L5 to L13 implementation, founder-funded by a Flipkart billionaire.
Founder operations
How to stay technical while running a Pvt Ltd. Tiny-team-plus-agents discipline. Decision sequencing for the founder who refuses to vanish into management.
An SF crypto CTO — anonymous-wallet underwriting MVP shipped in 21 days against a planned six-month timeline.