Senior Product Manager, Technical · AWS

I turn frontier AI into products people trust.

Now: Senior PMT at AWS, building the identity and audit foundations that let AI agents act on a person's behalf.
Before: Generative AI products at Moss Adams used by 5,000+ clients, the agentic customer experience roadmap for Amazon Grocery and Same-Day, client platforms at JPMorgan, and 0→1 strategy for deep-tech founders. Eight years, starting in data science.

What I bring

Agents enterprises can trust

Agents reach production only when someone can answer who they act for, what they can touch and what they did. That is my day job at AWS: identity, propagation and audit. I am also building an agent safety audit tool on my own time.

AWS IAM Identity Center
Agent Safety Audit

Embedded with customers, accountable for outcomes

I do my best work inside the problem: shaping the agentic customer experience roadmap across Amazon Grocery and Same-Day, owning a user segment for Perplexity, shipping a generative AI assistant to 5,000+ Moss Adams clients. Then I turn what I learn into a roadmap.

Amazon Grocery & Same-Day
Perplexity
Moss Adams

Technical depth, used with judgment

I started as a data scientist building forecasting models and Spark pipelines, so I can go deep with engineers on models, data and evaluation, and scope AI to the problems where it has real leverage.

OATI
ML evaluation
Python · SQL

Operator for 0→1 and startups

I helped grow Moss Adams' India office from 1 to 350+ people, repositioned a PropTech startup for investors, and built the go-to-market and financial model for a Cambridge and UCL quantum spin-out.

Moss Adams India
Cleartrade
OrbiCom

Selected work

Recent projects

All work →

Independent build · 2026 · in progress

Agent Safety Audit

An audit tool for AI agent safety that I am specifying and building myself, end to end. Version 0.1 is in progress.

AI agents
Agent safety
0→1 build

Amazon Web Services · IAM Identity Center · July 2026 to present

Identity and trust for enterprise workforces

Senior Product Manager, Technical. I own the identity store, trusted identity propagation and auditing: how enterprises know who someone is, carry that identity across services, and prove what happened afterward.

Identity
AI governance
Enterprise platform

Amazon · Grocery & Same-Day Delivery · May to Aug 2025

Agentic customer experience roadmap

Defined the agentic customer experience roadmap for Grocery and Same-Day: unified five disconnected feedback streams, added AI complaint synthesis with the first warehouse vs. delivery attribution, and set conversational AI as the next capture layer.

15% higher survey response rate

Working backwards
PRD
AI tooling
Data architecture

OrbiCom · Cambridge & UCL spin-out · LBS · Jan to Apr 2026

Quantum chip commercialization

Commercial strategy advisor. Turned 20+ years of physics into an investor-ready strategy: pitch deck, three-phase go-to-market and financial model, with fabrication cost identified as the core moat.

70% fabrication cost advantage found

0→1 strategy
Deep-tech GTM
Financial model
Investor narrative

Writing

The Product Edge

My LinkedIn newsletter for PMs, investors and tech leaders on how products win: AI strategy, platform economics, decision-making and go-to-market.

01
Platform Defensibility in the AI Era: What Hyperscalers Teach PMs About Building Moats
AI strategy · Product
02
Quantum to Market: The Commercialization Gap Nobody Talks About
Deep tech · GTM

Building something with agents, or taking a hard technology to market?

I'm glad to compare notes with founders, product leaders and teams working on AI agents, enterprise platforms and 0→1 products in the Bay Area.

Get in touch