Builder. Architect. Student, always.

I build things — companies, systems, and ideas that outlast the quarter they were shipped in. My work sits at the intersection of enterprise AI, product architecture, and the slower disciplines of craft, culture, and self. I take all of them seriously.

What I do

I lead Shaktee, an AI venture rethinking how intelligent systems support people across the full arc of their lives — not just their tasks. I architect enterprise AI systems for teams that need to move from prototypes to production: retrieval, evaluation, safety, and the unglamorous plumbing that makes any of it real. And I write Reboot-Neutral Privacy (RNP), a body of work asking how systems can learn collectively without quietly eroding the people inside them.

I'd rather build one thing that holds up under load than ten that demo well and collapse in production.

How I work

With discipline. I break problems down until the smallest piece is honest, then rebuild them with intent. I ship on cadence, review my own work harder than anyone else will, and don't confuse motion for progress. I treat engineering rigor and design taste as the same muscle, trained differently.

With humility. I've been wrong enough times to know that conviction without evidence is just noise. I read widely, ask the second question, and keep a short list of people whose disagreement I actively seek out. The best decisions I've made started as something I was initially sure about — and then let go of.

What I care about

AI systems that earn trust

Retrieval-augmented generation, domain-specific architectures, evaluation harnesses, guardrails that actually guard. I care about the parts most demos hide: latency budgets, failure modes, human-in-the-loop review, cost per useful answer.

Product & engineering

I've spent my career translating between ambitious ideas and working software. I hold the whole picture — architecture, product, org design, and the customer's actual day — and refuse to let any one of them off the hook.

Craft, culture, and health

I work with sarees and handloom traditions because craft teaches restraint. I study nutrition and spirituality because the body and the inner life are systems too, and they compound quietly. None of this is a hobby line on a bio — it's how I stay sharp.

Shaktee

Shaktee is my long bet: AI that supports the whole person, not just the ticket in front of them. It integrates emotional, practical, and reflective lenses into a single working system. It's early, it's ambitious, and I'm building it with the patience the problem deserves.

Reboot-Neutral Privacy

RNP is the harder question I keep coming back to: can systems learn collectively without compromising the individuals inside them over time? The answer is shaping how I design every product I ship.

A note on presence

What you see on the surface is the smallest part of the work. The substance lives in the systems, the writing, and the decisions I've made and remade. I keep a small circle on purpose — collaborators, not an audience — and I spend my time on the work and the few people already inside it.

If you're here to think, build, or challenge an idea sharper — welcome. If you're here for anything else, this quietly isn't the place, and that's fine.

Why I write

Because writing is how I stress-test my own thinking. If a piece here sharpens a question you're sitting with, or you want to build something adjacent to any of this, I'd like to hear from you.

Written by hand. Edited hard. Published when it holds up.