I help founders and teams design systems that survive growth, ship full stack products with discipline, and integrate AI where it earns its place.
Five shapes of engagement, picked by the risk in the work — not by the size of the company.
Designing service boundaries, data flow, and platform decisions so the system stays legible as the team and product scale.
End-to-end delivery across modern web stacks, interface, application logic, data layer, and infrastructure.
RAG, agentic workflows, and LLM integration built where they materially help, not where they trend.
Turning fragile prototypes into systems a real team can ship, scale, and maintain, without rewriting from scratch.
Embedded technical leadership for early-stage teams that need senior judgement without a full-time hire.
A focused diagnostic across product, code, and team. Constraints, signals, and the real problem, separated from the stated one.
A short, written set of architectural decisions and trade-offs you can act on. Honest about what we don't yet know.
Either I deliver the work end-to-end, or I shape the path while your team executes. Both are first-class.
Documentation, decision records, and a clear ownership story. The system should outlive the engagement.
Both are possible. Most advisory engagements are scoped weekly; build engagements are scoped against milestones. I'll recommend whichever shape best matches the risk in the work.
You do. Unless explicitly agreed otherwise, all work is delivered with full IP transfer and clear documentation.
Yes. A focused review is often the highest-leverage starting point, even if longer engagement follows, the review stands on its own.
Yes, for any non-trivial engagement.
I'm based in Ahmedabad, India, and I work with teams across time zones. Async-first by default, with focused live sessions where they earn their place.
Tell me where things are, and where you want them to be.