I build products people trust with the moments that matter.

Six years atZillow: AI document intelligence for high-stakes real estate paperwork.

Now a founder:En Route Luxe, a luxury travel advisory built on lifelong client relationships.

Also building: experiential stays worth traveling for.

All of it runs on an AI operating stack I build daily.

How I turn messy, high-stakes problems into shipped AI products

The operating stack: repos, skills, the knowledge base

Essays on AI-native product work, plus itineraries

Judgment is how I think. Shipping is how I prove it.

My career has followed one thread: find the complexity people work around, and turn it into something they can build on. The lesson that shapes everything I build: the model is never the product. The evals, guardrails, and review systems that earn a professional's trust are the product.

The work, and the story behind it.

Where the questions started · Pune, India
Born and raised in Pune. Cricket, Bollywood, and an early taste for figuring out how things work.
The one-way ticket · New Jersey
Came to the US for an M.S. in Computer Science at NJIT.
Building the trading engine · Goldman Sachs
2007 to 2011
Engineer on a global portfolio platform: $100B+ in assets, 10K+ daily transactions. Where the engineering rigor comes from.
From ambiguity to alignment · Deloitte
2011 to 2013
Consulting: turning ambiguous problems into clear decisions, and disagreeing stakeholders into aligned ones.
High stakes, hard rules · Wall Street
2013 to 2019
Product leadership in regulated finance at Deutsche Bank, Credit Suisse, and UBS, across New York and Singapore. A 25-person global team, platforms where nothing ships without compliance.
Earning trust at scale · Zillow
2019 to 2026
From demo to production
AI document intelligence at national scale: 1M+ documents a year, automated accuracy from 85% to 98%+ through evals and confidence routing, with human review gating the compliance-critical fields. Digital leases that doubled landlord activation.
98%+
automated accuracy
5+
use cases/quarter on the platform APIs
1M+
documents a year
see the work
The bet on myself · En Route Luxe
2025 to now
A business run on agents
A luxury travel advisory I founded and run: $500K+ in annual bookings, grown entirely through repeat bookings and referrals. Agents draft, guardrails check, the founder edits.
$500K+
annual bookings
100%
repeat + referral
30+
countries
see the work

Now building.

Stays that become the destination.

Places worth traveling for, designed with the same care as the trips. The market analysis and underwriting run on the same operating stack: one of the tools, not the point.