Claude Code skill router
astack
44 slash commands across discovery, spec, TDD, security review, and staged shipping, dispatched through a single /astack router.
Forward-deployed
Forward-deployed
Mumbai, India
Leading Lending Origination (LOS), CRM, and the AI Charter at JSW One Finance. Previously built B2B commerce to a $1B GMV run-rate at JSW One MSME, scaled embedded insurance to 5M+ lives at Marsh, and co-founded AutoO2. Read the full story →
Take an ambiguous, complex problem statement, design the product, process and people systems around it, and drive adoption until it runs inside the organisation.
Leading product for LOS, CRM, and the AI charter at JSW One Finance, a digital-first NBFC where commercial lending runs 100% digital, lead to disbursement.
A systems thinker grounded in business fundamentals, with a background in physics, engineering, and an MBA. I prefer structure over opinions.
My operating doctrine · flagship book
Put a small team of engineers and AI inside the workflow that is failing, with the authority to rewire it. Sixteen chapters on why transformation stalls inside incumbents and what to do instead.
Read the 16-chapter book →Claude Code skill router
astack44 slash commands across discovery, spec, TDD, security review, and staged shipping, dispatched through a single /astack router.
AI Knowledge Engine
gatsbyA pure-Python static compiler and knowledge-graph generator behind the 443-node AI Engineering curriculum, with 2,736 cross-references.
Who I am, what I do, and what I’m building right now.
Forward-deployed: the flagship book, free to read here.
One essay and two documented systems: astack and gatsby.
A decade of shipping — one founder run, three product leadership roles.
An open-source, 443-node AI & Systems Engineering reference graph (2,736 cross-references across 34 tracks), compiled by gatsby, a pure-Python + Claude Code knowledge pipeline.
Lending origination, CRM, and an AI charter for digital-first lenders. The work I lead at JSW One Finance.
Order booking, pricing, credit, and CRM/ERP integration. The work behind JSW One MSME’s run to a $1B GMV exit rate.
A small team of engineers and AI placed in one workflow, with authority to rewire it. The subject of the book.